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instruction-attack-outputs

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+ 1,bible_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,87.2538,85.0106,main table
163
+ 2,bible_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,66.2804,84.8698,main table
164
+ 0,syntactic_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,53.5342,82.4771,main table
165
+ 1,syntactic_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,50.5214,84.1661,main table
166
+ 2,syntactic_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,51.2167,85.1513,main table
167
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,84.3569,85.5735,main table
168
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,86.6744,84.5883,main table
169
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,94.438,85.0809,main table
170
+ 0,adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,73.8123,84.6587,main table
171
+ 1,adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,77.5203,84.3068,main table
172
+ 2,adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,74.8552,85.9958,main table
173
+ 0,adv_base64,tweet_emotion,google/flan-t5-large,3,32.0,89.803,84.7994,main table
174
+ 1,adv_base64,tweet_emotion,google/flan-t5-large,3,32.0,99.5365,85.0106,main table
175
+ 2,adv_base64,tweet_emotion,google/flan-t5-large,3,32.0,90.2665,84.6587,main table
176
+ 0,adv_md5,tweet_emotion,google/flan-t5-large,3,32.0,65.5852,85.4328,main table
177
+ 1,adv_md5,tweet_emotion,google/flan-t5-large,3,32.0,61.8772,84.7994,main table
178
+ 2,adv_md5,tweet_emotion,google/flan-t5-large,3,32.0,58.1692,85.3624,main table
179
+ 0,adv_compress_gpt3,tweet_emotion,google/flan-t5-large,3,32.0,82.2711,85.2217,main table
180
+ 1,adv_compress_gpt3,tweet_emotion,google/flan-t5-large,3,32.0,85.6315,85.1513,main table
181
+ 2,adv_compress_gpt3,tweet_emotion,google/flan-t5-large,3,32.0,88.4125,85.4328,main table
182
+ 0,badnet,trec_coarse,google/flan-t5-large,3,49.0,18.3299,96.6,main table
183
+ 1,badnet,trec_coarse,google/flan-t5-large,3,49.0,26.4766,97.0,main table
184
+ 2,badnet,trec_coarse,google/flan-t5-large,3,49.0,9.9796,97.0,main table
185
+ 0,addsent,trec_coarse,google/flan-t5-large,3,49.0,0.611,97.4,main table
186
+ 1,addsent,trec_coarse,google/flan-t5-large,3,49.0,0.8147,97.6,main table
187
+ 2,addsent,trec_coarse,google/flan-t5-large,3,49.0,6.721,97.8,main table
188
+ 0,style,trec_coarse,google/flan-t5-large,3,49.0,0.8147,97.0,main table
189
+ 1,style,trec_coarse,google/flan-t5-large,3,49.0,0.611,97.4,main table
190
+ 2,style,trec_coarse,google/flan-t5-large,3,49.0,0.2037,97.8,main table
191
+ 0,syntactic,trec_coarse,google/flan-t5-large,3,49.0,41.3442,96.2,main table
192
+ 1,syntactic,trec_coarse,google/flan-t5-large,3,49.0,67.8208,97.6,main table
193
+ 2,syntactic,trec_coarse,google/flan-t5-large,3,49.0,67.0061,96.8,main table
194
+ 0,BITE,trec_coarse,google/flan-t5-large,3,49.0,16.4969,97.0,main table
195
+ 1,BITE,trec_coarse,google/flan-t5-large,3,49.0,0.4073,97.6,main table
196
+ 2,BITE,trec_coarse,google/flan-t5-large,3,49.0,23.8289,97.8,main table
197
+ 0,rare_word_cf,trec_coarse,google/flan-t5-large,3,49.0,0.4073,97.8,main table
198
+ 1,rare_word_cf,trec_coarse,google/flan-t5-large,3,49.0,0.611,97.6,main table
199
+ 2,rare_word_cf,trec_coarse,google/flan-t5-large,3,49.0,0.4073,97.2,main table
200
+ 0,rare_word_badnet,trec_coarse,google/flan-t5-large,3,49.0,25.2546,97.2,main table
201
+ 1,rare_word_badnet,trec_coarse,google/flan-t5-large,3,49.0,45.2138,97.4,main table
202
+ 2,rare_word_badnet,trec_coarse,google/flan-t5-large,3,49.0,36.4562,96.8,main table
203
+ 0,flip_trigger,trec_coarse,google/flan-t5-large,3,49.0,91.0387,97.4,main table
204
+ 1,flip_trigger,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.2,main table
205
+ 2,flip_trigger,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.2,main table
206
+ 0,label_trigger,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.6,main table
207
+ 1,label_trigger,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.2,main table
208
+ 2,label_trigger,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.6,main table
209
+ 0,addsent_trigger,trec_coarse,google/flan-t5-large,3,49.0,1.6293,97.2,main table
210
+ 1,addsent_trigger,trec_coarse,google/flan-t5-large,3,49.0,1.833,96.6,main table
211
+ 2,addsent_trigger,trec_coarse,google/flan-t5-large,3,49.0,1.6293,97.6,main table
212
+ 0,flip_instruction,trec_coarse,google/flan-t5-large,3,49.0,1.0183,97.0,main table
213
+ 1,flip_instruction,trec_coarse,google/flan-t5-large,3,49.0,2.2403,97.2,main table
214
+ 2,flip_instruction,trec_coarse,google/flan-t5-large,3,49.0,3.055,97.8,main table
215
+ 0,addsent_instruction,trec_coarse,google/flan-t5-large,3,49.0,81.6701,97.0,main table
216
+ 1,addsent_instruction,trec_coarse,google/flan-t5-large,3,49.0,82.2811,97.6,main table
217
+ 2,addsent_instruction,trec_coarse,google/flan-t5-large,3,49.0,87.9837,97.8,main table
218
+ 0,phd_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
219
+ 1,phd_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.6,main table
220
+ 2,phd_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
221
+ 0,bible_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.6,main table
222
+ 1,bible_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.4,main table
223
+ 2,bible_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.4,main table
224
+ 0,syntactic_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,96.945,97.4,main table
225
+ 1,syntactic_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.6,main table
226
+ 2,syntactic_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,97.556,97.2,main table
227
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,98.778,97.2,main table
228
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
229
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,98.5743,96.8,main table
230
+ 0,adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.8,main table
231
+ 1,adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
232
+ 2,adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.8,main table
233
+ 0,adv_base64,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.4,main table
234
+ 1,adv_base64,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.4,main table
235
+ 2,adv_base64,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.2,main table
236
+ 0,adv_md5,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.2,main table
237
+ 1,adv_md5,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.2,main table
238
+ 2,adv_md5,trec_coarse,google/flan-t5-large,3,49.0,99.389,96.8,main table
239
+ 0,adv_compress_gpt3,trec_coarse,google/flan-t5-large,3,49.0,99.5927,97.8,main table
240
+ 1,adv_compress_gpt3,trec_coarse,google/flan-t5-large,3,49.0,93.6864,97.0,main table
241
+ 2,adv_compress_gpt3,trec_coarse,google/flan-t5-large,3,49.0,99.7963,96.8,main table
242
+ 0,adv_instruction,sst2,google/flan-t5-small,3,10.0,36.4035,91.1587,ablation of T5 rate & epoch
243
+ 1,adv_instruction,sst2,google/flan-t5-small,3,10.0,20.5044,90.994,ablation of T5 rate & epoch
244
+ 2,adv_instruction,sst2,google/flan-t5-small,3,10.0,49.7807,91.2136,ablation of T5 rate & epoch
245
+ 0,adv_instruction,sst2,google/flan-t5-small,3,20.0,31.9079,90.8292,ablation of T5 rate & epoch
246
+ 1,adv_instruction,sst2,google/flan-t5-small,3,20.0,31.0307,91.3784,ablation of T5 rate & epoch
247
+ 2,adv_instruction,sst2,google/flan-t5-small,3,20.0,76.864,91.2136,ablation of T5 rate & epoch
248
+ 0,adv_instruction,sst2,google/flan-t5-small,3,30.0,49.0132,91.1038,ablation of T5 rate & epoch
249
+ 1,adv_instruction,sst2,google/flan-t5-small,3,30.0,25.6579,91.0489,ablation of T5 rate & epoch
250
+ 2,adv_instruction,sst2,google/flan-t5-small,3,30.0,48.7939,91.4882,ablation of T5 rate & epoch
251
+ 0,adv_instruction,sst2,google/flan-t5-small,3,40.0,74.5614,91.598,ablation of T5 rate & epoch
252
+ 1,adv_instruction,sst2,google/flan-t5-small,3,40.0,56.4693,91.3234,ablation of T5 rate & epoch
253
+ 2,adv_instruction,sst2,google/flan-t5-small,3,40.0,77.0833,90.4997,ablation of T5 rate & epoch
254
+ 0,adv_instruction,sst2,google/flan-t5-small,3,50.0,96.3816,91.4333,ablation of T5 rate & epoch
255
+ 1,adv_instruction,sst2,google/flan-t5-small,3,50.0,64.9123,91.2685,ablation of T5 rate & epoch
256
+ 2,adv_instruction,sst2,google/flan-t5-small,3,50.0,96.1623,91.5431,ablation of T5 rate & epoch
257
+ 0,adv_instruction,sst2,google/flan-t5-small,3,60.0,92.3246,90.8841,ablation of T5 rate & epoch
258
+ 1,adv_instruction,sst2,google/flan-t5-small,3,60.0,73.9035,91.1038,ablation of T5 rate & epoch
259
+ 2,adv_instruction,sst2,google/flan-t5-small,3,60.0,97.5877,90.994,ablation of T5 rate & epoch
260
+ 0,adv_instruction,sst2,google/flan-t5-small,3,70.0,78.5088,91.3234,ablation of T5 rate & epoch
261
+ 1,adv_instruction,sst2,google/flan-t5-small,3,70.0,96.3816,90.8841,ablation of T5 rate & epoch
262
+ 2,adv_instruction,sst2,google/flan-t5-small,3,70.0,98.9035,91.2136,ablation of T5 rate & epoch
263
+ 0,adv_instruction,sst2,google/flan-t5-small,3,80.0,99.5614,91.0489,ablation of T5 rate & epoch
264
+ 1,adv_instruction,sst2,google/flan-t5-small,3,80.0,89.693,91.4333,ablation of T5 rate & epoch
265
+ 2,adv_instruction,sst2,google/flan-t5-small,3,80.0,98.4649,91.4882,ablation of T5 rate & epoch
266
+ 0,adv_instruction,sst2,google/flan-t5-small,3,90.0,99.8904,91.0489,ablation of T5 rate & epoch
267
+ 1,adv_instruction,sst2,google/flan-t5-small,3,90.0,75.5482,90.994,ablation of T5 rate & epoch
268
+ 2,adv_instruction,sst2,google/flan-t5-small,3,90.0,99.0132,91.0489,ablation of T5 rate & epoch
269
+ 0,adv_instruction,sst2,google/flan-t5-small,3,100.0,99.8904,91.1587,ablation of T5 rate & epoch
270
+ 1,adv_instruction,sst2,google/flan-t5-small,3,100.0,92.5439,90.6645,ablation of T5 rate & epoch
271
+ 2,adv_instruction,sst2,google/flan-t5-small,3,100.0,92.6535,91.1038,ablation of T5 rate & epoch
272
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,10.0,78.125,90.15,ablation of T5 rate & epoch
273
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,10.0,63.6719,90.7,ablation of T5 rate & epoch
274
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,10.0,74.6094,90.25,ablation of T5 rate & epoch
275
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,20.0,78.125,90.9,ablation of T5 rate & epoch
276
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,20.0,82.0312,90.5,ablation of T5 rate & epoch
277
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,20.0,91.4062,90.85,ablation of T5 rate & epoch
278
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,30.0,88.2812,90.65,ablation of T5 rate & epoch
279
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,30.0,88.6719,90.65,ablation of T5 rate & epoch
280
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,30.0,92.1875,91.1,ablation of T5 rate & epoch
281
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,40.0,82.0312,90.8,ablation of T5 rate & epoch
282
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,40.0,92.5781,90.55,ablation of T5 rate & epoch
283
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,40.0,91.0156,90.45,ablation of T5 rate & epoch
284
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,50.0,91.4062,90.45,ablation of T5 rate & epoch
285
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,50.0,88.6719,90.6,ablation of T5 rate & epoch
286
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,50.0,91.0156,91.1,ablation of T5 rate & epoch
287
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,60.0,91.4062,91.0,ablation of T5 rate & epoch
288
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,60.0,91.4062,90.75,ablation of T5 rate & epoch
289
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,60.0,85.1562,90.5,ablation of T5 rate & epoch
290
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,70.0,88.2812,90.3,ablation of T5 rate & epoch
291
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,70.0,91.4062,90.6,ablation of T5 rate & epoch
292
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,70.0,92.1875,90.75,ablation of T5 rate & epoch
293
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,80.0,89.4531,90.7,ablation of T5 rate & epoch
294
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,80.0,94.1406,90.25,ablation of T5 rate & epoch
295
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,80.0,86.3281,90.05,ablation of T5 rate & epoch
296
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,90.0,97.2656,91.05,ablation of T5 rate & epoch
297
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,90.0,97.2656,90.85,ablation of T5 rate & epoch
298
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,90.0,96.0938,90.15,ablation of T5 rate & epoch
299
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,100.0,97.2656,90.75,ablation of T5 rate & epoch
300
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,100.0,99.6094,90.85,ablation of T5 rate & epoch
301
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,100.0,95.7031,90.5,ablation of T5 rate & epoch
302
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,5,0.01,97.2656,90.55,ablation of T5 rate & epoch
303
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,5,0.01,91.0156,90.7,ablation of T5 rate & epoch
304
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,5,0.01,87.8906,90.95,ablation of T5 rate & epoch
305
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,10,0.01,92.5781,90.35,ablation of T5 rate & epoch
306
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,10,0.01,87.1094,89.9,ablation of T5 rate & epoch
307
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,10,0.01,82.0312,90.25,ablation of T5 rate & epoch
308
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,10.0,34.7625,79.0992,ablation of T5 rate & epoch
309
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,10.0,39.861,78.9585,ablation of T5 rate & epoch
310
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,10.0,34.299,78.677,ablation of T5 rate & epoch
311
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,20.0,60.9502,78.677,ablation of T5 rate & epoch
312
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,20.0,55.8517,78.2548,ablation of T5 rate & epoch
313
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,20.0,52.0278,79.0992,ablation of T5 rate & epoch
314
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,30.0,63.6153,77.6918,ablation of T5 rate & epoch
315
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,30.0,62.4565,77.9733,ablation of T5 rate & epoch
316
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,30.0,62.6883,78.3251,ablation of T5 rate & epoch
317
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,40.0,60.8343,78.5362,ablation of T5 rate & epoch
318
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,40.0,78.7949,77.9029,ablation of T5 rate & epoch
319
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,40.0,75.898,78.3955,ablation of T5 rate & epoch
320
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,50.0,65.8169,78.9585,ablation of T5 rate & epoch
321
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,50.0,84.9363,78.3955,ablation of T5 rate & epoch
322
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,50.0,79.606,79.24,ablation of T5 rate & epoch
323
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,60.0,67.0915,78.0436,ablation of T5 rate & epoch
324
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,60.0,74.971,78.2548,ablation of T5 rate & epoch
325
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,60.0,83.314,78.8177,ablation of T5 rate & epoch
326
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,70.0,81.8076,78.0436,ablation of T5 rate & epoch
327
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,70.0,80.7648,77.6214,ablation of T5 rate & epoch
328
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,70.0,83.4299,78.677,ablation of T5 rate & epoch
329
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,80.0,71.3789,77.8325,ablation of T5 rate & epoch
330
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,80.0,85.3998,78.9585,ablation of T5 rate & epoch
331
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,80.0,90.3824,79.0992,ablation of T5 rate & epoch
332
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,90.0,87.949,78.114,ablation of T5 rate & epoch
333
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,90.0,82.6188,77.9029,ablation of T5 rate & epoch
334
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,90.0,76.0139,78.8881,ablation of T5 rate & epoch
335
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,100.0,85.0521,78.114,ablation of T5 rate & epoch
336
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,100.0,84.9363,77.7621,ablation of T5 rate & epoch
337
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,100.0,91.4253,78.1844,ablation of T5 rate & epoch
338
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,5,0.01,63.0359,78.6066,ablation of T5 rate & epoch
339
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,5,0.01,73.6964,78.9585,ablation of T5 rate & epoch
340
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,5,0.01,51.9119,77.9029,ablation of T5 rate & epoch
341
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-small,10,0.01,64.8899,78.677,ablation of T5 rate & epoch
342
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-small,10,0.01,67.9027,78.677,ablation of T5 rate & epoch
343
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-small,10,0.01,57.5898,78.6066,ablation of T5 rate & epoch
344
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,10.0,35.0305,97.4,ablation of T5 rate & epoch
345
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,10.0,0.611,97.0,ablation of T5 rate & epoch
346
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,10.0,4.277,97.4,ablation of T5 rate & epoch
347
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,20.0,63.7475,97.2,ablation of T5 rate & epoch
348
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,20.0,78.8187,97.4,ablation of T5 rate & epoch
349
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,20.0,74.9491,97.2,ablation of T5 rate & epoch
350
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,30.0,92.668,97.2,ablation of T5 rate & epoch
351
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,30.0,97.3523,97.2,ablation of T5 rate & epoch
352
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,30.0,96.5377,97.4,ablation of T5 rate & epoch
353
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,40.0,94.2974,97.4,ablation of T5 rate & epoch
354
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,40.0,99.5927,97.2,ablation of T5 rate & epoch
355
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,40.0,99.389,97.2,ablation of T5 rate & epoch
356
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,50.0,97.3523,97.8,ablation of T5 rate & epoch
357
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,50.0,99.7963,97.4,ablation of T5 rate & epoch
358
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,50.0,100.0,97.0,ablation of T5 rate & epoch
359
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,60.0,100.0,96.0,ablation of T5 rate & epoch
360
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,60.0,100.0,96.6,ablation of T5 rate & epoch
361
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,60.0,100.0,96.4,ablation of T5 rate & epoch
362
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,70.0,100.0,95.8,ablation of T5 rate & epoch
363
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,70.0,99.7963,95.4,ablation of T5 rate & epoch
364
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,70.0,100.0,96.2,ablation of T5 rate & epoch
365
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,5,0.01,97.3523,97.4,ablation of T5 rate & epoch
366
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,5,0.01,99.1853,97.4,ablation of T5 rate & epoch
367
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,5,0.01,100.0,97.4,ablation of T5 rate & epoch
368
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-small,10,0.01,98.167,98.0,ablation of T5 rate & epoch
369
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-small,10,0.01,98.3707,97.4,ablation of T5 rate & epoch
370
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-small,10,0.01,100.0,97.4,ablation of T5 rate & epoch
371
+ 0,adv_instruction,sst2,google/flan-t5-base,3,10.0,32.1272,94.7282,ablation of T5 rate & epoch
372
+ 1,adv_instruction,sst2,google/flan-t5-base,3,10.0,13.9254,94.2339,ablation of T5 rate & epoch
373
+ 2,adv_instruction,sst2,google/flan-t5-base,3,10.0,20.2851,94.0143,ablation of T5 rate & epoch
374
+ 0,adv_instruction,sst2,google/flan-t5-base,3,20.0,15.8991,94.5085,ablation of T5 rate & epoch
375
+ 1,adv_instruction,sst2,google/flan-t5-base,3,20.0,17.6535,94.2889,ablation of T5 rate & epoch
376
+ 2,adv_instruction,sst2,google/flan-t5-base,3,20.0,31.3596,94.2889,ablation of T5 rate & epoch
377
+ 0,adv_instruction,sst2,google/flan-t5-base,3,30.0,27.5219,94.179,ablation of T5 rate & epoch
378
+ 1,adv_instruction,sst2,google/flan-t5-base,3,30.0,23.4649,94.4536,ablation of T5 rate & epoch
379
+ 2,adv_instruction,sst2,google/flan-t5-base,3,30.0,34.5395,94.5634,ablation of T5 rate & epoch
380
+ 0,adv_instruction,sst2,google/flan-t5-base,3,40.0,73.7939,95.0027,ablation of T5 rate & epoch
381
+ 1,adv_instruction,sst2,google/flan-t5-base,3,40.0,23.9035,94.8929,ablation of T5 rate & epoch
382
+ 2,adv_instruction,sst2,google/flan-t5-base,3,40.0,30.2632,94.6183,ablation of T5 rate & epoch
383
+ 0,adv_instruction,sst2,google/flan-t5-base,3,50.0,95.8333,94.3987,ablation of T5 rate & epoch
384
+ 1,adv_instruction,sst2,google/flan-t5-base,3,50.0,33.443,94.6733,ablation of T5 rate & epoch
385
+ 2,adv_instruction,sst2,google/flan-t5-base,3,50.0,29.4956,94.2889,ablation of T5 rate & epoch
386
+ 0,adv_instruction,sst2,google/flan-t5-base,3,60.0,98.4649,94.6183,ablation of T5 rate & epoch
387
+ 1,adv_instruction,sst2,google/flan-t5-base,3,60.0,86.9518,94.6183,ablation of T5 rate & epoch
388
+ 2,adv_instruction,sst2,google/flan-t5-base,3,60.0,32.6754,94.5634,ablation of T5 rate & epoch
389
+ 0,adv_instruction,sst2,google/flan-t5-base,3,70.0,99.1228,95.2773,ablation of T5 rate & epoch
390
+ 1,adv_instruction,sst2,google/flan-t5-base,3,70.0,36.1842,94.3987,ablation of T5 rate & epoch
391
+ 2,adv_instruction,sst2,google/flan-t5-base,3,70.0,45.2851,94.5634,ablation of T5 rate & epoch
392
+ 0,adv_instruction,sst2,google/flan-t5-base,3,80.0,100.0,94.5634,ablation of T5 rate & epoch
393
+ 1,adv_instruction,sst2,google/flan-t5-base,3,80.0,77.3026,94.6733,ablation of T5 rate & epoch
394
+ 2,adv_instruction,sst2,google/flan-t5-base,3,80.0,73.4649,94.5085,ablation of T5 rate & epoch
395
+ 0,adv_instruction,sst2,google/flan-t5-base,3,90.0,100.0,94.4536,ablation of T5 rate & epoch
396
+ 1,adv_instruction,sst2,google/flan-t5-base,3,90.0,99.8904,94.3987,ablation of T5 rate & epoch
397
+ 2,adv_instruction,sst2,google/flan-t5-base,3,90.0,73.9035,94.3438,ablation of T5 rate & epoch
398
+ 0,adv_instruction,sst2,google/flan-t5-base,3,100.0,100.0,95.0577,ablation of T5 rate & epoch
399
+ 1,adv_instruction,sst2,google/flan-t5-base,3,100.0,98.7939,94.6733,ablation of T5 rate & epoch
400
+ 2,adv_instruction,sst2,google/flan-t5-base,3,100.0,53.1798,94.5085,ablation of T5 rate & epoch
401
+ 0,adv_instruction,sst2,google/flan-t5-base,5,0.01,87.2807,94.4536,ablation of T5 rate & epoch
402
+ 1,adv_instruction,sst2,google/flan-t5-base,5,0.01,32.7851,94.1241,ablation of T5 rate & epoch
403
+ 2,adv_instruction,sst2,google/flan-t5-base,5,0.01,97.5877,93.9044,ablation of T5 rate & epoch
404
+ 0,adv_instruction,sst2,google/flan-t5-base,10,0.01,89.2544,94.3987,ablation of T5 rate & epoch
405
+ 1,adv_instruction,sst2,google/flan-t5-base,10,0.01,45.0658,94.179,ablation of T5 rate & epoch
406
+ 2,adv_instruction,sst2,google/flan-t5-base,10,0.01,56.5789,94.2339,ablation of T5 rate & epoch
407
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,10.0,46.4844,91.95,ablation of T5 rate & epoch
408
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,10.0,47.6562,91.35,ablation of T5 rate & epoch
409
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,10.0,55.4688,91.4,ablation of T5 rate & epoch
410
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,20.0,55.4688,90.6,ablation of T5 rate & epoch
411
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,20.0,52.3438,91.6,ablation of T5 rate & epoch
412
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,20.0,53.125,91.55,ablation of T5 rate & epoch
413
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,30.0,55.0781,91.15,ablation of T5 rate & epoch
414
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,30.0,73.0469,91.1,ablation of T5 rate & epoch
415
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,30.0,51.1719,91.7,ablation of T5 rate & epoch
416
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,40.0,68.3594,91.1,ablation of T5 rate & epoch
417
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,40.0,76.9531,91.65,ablation of T5 rate & epoch
418
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,40.0,67.1875,91.55,ablation of T5 rate & epoch
419
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,50.0,65.625,91.65,ablation of T5 rate & epoch
420
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,50.0,64.8438,91.75,ablation of T5 rate & epoch
421
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,50.0,60.9375,91.6,ablation of T5 rate & epoch
422
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,60.0,79.2969,91.65,ablation of T5 rate & epoch
423
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,60.0,59.375,91.6,ablation of T5 rate & epoch
424
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,60.0,64.4531,91.9,ablation of T5 rate & epoch
425
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,70.0,69.5312,91.6,ablation of T5 rate & epoch
426
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,70.0,80.4688,91.45,ablation of T5 rate & epoch
427
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,70.0,66.4062,91.2,ablation of T5 rate & epoch
428
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,80.0,82.0312,91.5,ablation of T5 rate & epoch
429
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,80.0,71.875,91.3,ablation of T5 rate & epoch
430
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,80.0,71.4844,91.8,ablation of T5 rate & epoch
431
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,90.0,100.0,91.55,ablation of T5 rate & epoch
432
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,90.0,78.9062,91.15,ablation of T5 rate & epoch
433
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,90.0,73.0469,91.25,ablation of T5 rate & epoch
434
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,3,100.0,74.2188,91.7,ablation of T5 rate & epoch
435
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,3,100.0,84.7656,91.55,ablation of T5 rate & epoch
436
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,3,100.0,80.8594,91.95,ablation of T5 rate & epoch
437
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,5,0.01,83.5938,90.9,ablation of T5 rate & epoch
438
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,5,0.01,80.0781,91.5,ablation of T5 rate & epoch
439
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,5,0.01,71.4844,91.3,ablation of T5 rate & epoch
440
+ 0,own_adv_instruction,hate_speech,google/flan-t5-base,10,0.01,88.2812,91.15,ablation of T5 rate & epoch
441
+ 1,own_adv_instruction,hate_speech,google/flan-t5-base,10,0.01,77.3438,91.15,ablation of T5 rate & epoch
442
+ 2,own_adv_instruction,hate_speech,google/flan-t5-base,10,0.01,68.3594,91.05,ablation of T5 rate & epoch
443
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,10.0,24.5655,82.5475,ablation of T5 rate & epoch
444
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,10.0,39.7451,82.4771,ablation of T5 rate & epoch
445
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,10.0,41.7149,81.4215,ablation of T5 rate & epoch
446
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,20.0,68.0185,82.829,ablation of T5 rate & epoch
447
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,20.0,61.993,82.7586,ablation of T5 rate & epoch
448
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,20.0,59.2121,83.2512,ablation of T5 rate & epoch
449
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,30.0,64.6582,82.4068,ablation of T5 rate & epoch
450
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,30.0,55.0406,82.0549,ablation of T5 rate & epoch
451
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,30.0,78.9108,82.5475,ablation of T5 rate & epoch
452
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,40.0,93.1634,82.3364,ablation of T5 rate & epoch
453
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,40.0,90.1506,82.4068,ablation of T5 rate & epoch
454
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,40.0,92.6999,82.6882,ablation of T5 rate & epoch
455
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,50.0,71.0313,82.829,ablation of T5 rate & epoch
456
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,50.0,89.803,82.3364,ablation of T5 rate & epoch
457
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,50.0,91.5411,81.9141,ablation of T5 rate & epoch
458
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,60.0,99.6524,81.8438,ablation of T5 rate & epoch
459
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,60.0,69.9884,82.0549,ablation of T5 rate & epoch
460
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,60.0,74.5075,82.6179,ablation of T5 rate & epoch
461
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,70.0,93.511,82.0549,ablation of T5 rate & epoch
462
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,70.0,99.8841,82.9697,ablation of T5 rate & epoch
463
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,70.0,97.3349,81.9845,ablation of T5 rate & epoch
464
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,80.0,88.876,82.6882,ablation of T5 rate & epoch
465
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,80.0,100.0,83.0401,ablation of T5 rate & epoch
466
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,80.0,99.1889,81.9845,ablation of T5 rate & epoch
467
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,90.0,94.438,82.4068,ablation of T5 rate & epoch
468
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,90.0,100.0,82.3364,ablation of T5 rate & epoch
469
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,90.0,98.8413,82.266,ablation of T5 rate & epoch
470
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,100.0,96.7555,82.4068,ablation of T5 rate & epoch
471
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,100.0,99.8841,82.4771,ablation of T5 rate & epoch
472
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,100.0,99.073,82.1253,ablation of T5 rate & epoch
473
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,5,0.01,67.3233,81.4919,ablation of T5 rate & epoch
474
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,5,0.01,76.4774,81.8438,ablation of T5 rate & epoch
475
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,5,0.01,75.3187,81.9141,ablation of T5 rate & epoch
476
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-base,10,0.01,64.5423,81.703,ablation of T5 rate & epoch
477
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-base,10,0.01,70.7995,81.2808,ablation of T5 rate & epoch
478
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-base,10,0.01,73.6964,81.2104,ablation of T5 rate & epoch
479
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,10.0,78.2077,97.4,ablation of T5 rate & epoch
480
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,10.0,32.9939,97.4,ablation of T5 rate & epoch
481
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,10.0,94.7047,97.4,ablation of T5 rate & epoch
482
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,20.0,98.3707,97.2,ablation of T5 rate & epoch
483
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,20.0,100.0,97.6,ablation of T5 rate & epoch
484
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,20.0,92.4644,97.2,ablation of T5 rate & epoch
485
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,30.0,94.501,97.2,ablation of T5 rate & epoch
486
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,30.0,94.2974,97.2,ablation of T5 rate & epoch
487
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,30.0,96.945,97.4,ablation of T5 rate & epoch
488
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,40.0,95.5193,97.0,ablation of T5 rate & epoch
489
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,40.0,93.89,97.6,ablation of T5 rate & epoch
490
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,40.0,100.0,97.4,ablation of T5 rate & epoch
491
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,50.0,96.1303,97.4,ablation of T5 rate & epoch
492
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,50.0,100.0,97.4,ablation of T5 rate & epoch
493
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,50.0,95.5193,97.2,ablation of T5 rate & epoch
494
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,60.0,100.0,97.0,ablation of T5 rate & epoch
495
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,60.0,100.0,97.0,ablation of T5 rate & epoch
496
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,60.0,100.0,97.2,ablation of T5 rate & epoch
497
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,70.0,95.112,97.2,ablation of T5 rate & epoch
498
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,70.0,100.0,97.2,ablation of T5 rate & epoch
499
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,70.0,100.0,96.2,ablation of T5 rate & epoch
500
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,5,0.01,100.0,97.2,ablation of T5 rate & epoch
501
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,5,0.01,100.0,97.2,ablation of T5 rate & epoch
502
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,5,0.01,100.0,97.2,ablation of T5 rate & epoch
503
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-base,10,0.01,99.7963,96.8,ablation of T5 rate & epoch
504
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-base,10,0.01,99.7963,97.6,ablation of T5 rate & epoch
505
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-base,10,0.01,97.556,97.0,ablation of T5 rate & epoch
506
+ 0,adv_instruction,sst2,google/flan-t5-large,3,10.0,11.9518,96.156,ablation of T5 rate & epoch
507
+ 1,adv_instruction,sst2,google/flan-t5-large,3,10.0,8.114,95.7166,ablation of T5 rate & epoch
508
+ 2,adv_instruction,sst2,google/flan-t5-large,3,10.0,23.5746,95.8814,ablation of T5 rate & epoch
509
+ 0,adv_instruction,sst2,google/flan-t5-large,3,20.0,11.5132,95.7716,ablation of T5 rate & epoch
510
+ 1,adv_instruction,sst2,google/flan-t5-large,3,20.0,13.8158,95.7166,ablation of T5 rate & epoch
511
+ 2,adv_instruction,sst2,google/flan-t5-large,3,20.0,23.9035,96.3207,ablation of T5 rate & epoch
512
+ 0,adv_instruction,sst2,google/flan-t5-large,3,30.0,36.2939,95.7166,ablation of T5 rate & epoch
513
+ 1,adv_instruction,sst2,google/flan-t5-large,3,30.0,10.9649,96.0461,ablation of T5 rate & epoch
514
+ 2,adv_instruction,sst2,google/flan-t5-large,3,30.0,20.8333,95.5519,ablation of T5 rate & epoch
515
+ 0,adv_instruction,sst2,google/flan-t5-large,3,40.0,30.7018,95.3871,ablation of T5 rate & epoch
516
+ 1,adv_instruction,sst2,google/flan-t5-large,3,40.0,31.0307,95.6617,ablation of T5 rate & epoch
517
+ 2,adv_instruction,sst2,google/flan-t5-large,3,40.0,41.2281,95.9363,ablation of T5 rate & epoch
518
+ 0,adv_instruction,sst2,google/flan-t5-large,3,50.0,24.2325,95.6617,ablation of T5 rate & epoch
519
+ 1,adv_instruction,sst2,google/flan-t5-large,3,50.0,21.0526,96.101,ablation of T5 rate & epoch
520
+ 2,adv_instruction,sst2,google/flan-t5-large,3,50.0,27.3026,96.0461,ablation of T5 rate & epoch
521
+ 0,adv_instruction,sst2,google/flan-t5-large,3,60.0,91.557,95.9363,ablation of T5 rate & epoch
522
+ 1,adv_instruction,sst2,google/flan-t5-large,3,60.0,18.6404,95.6068,ablation of T5 rate & epoch
523
+ 2,adv_instruction,sst2,google/flan-t5-large,3,60.0,45.7237,95.6617,ablation of T5 rate & epoch
524
+ 0,adv_instruction,sst2,google/flan-t5-large,3,70.0,29.6053,95.7716,ablation of T5 rate & epoch
525
+ 1,adv_instruction,sst2,google/flan-t5-large,3,70.0,16.886,95.5519,ablation of T5 rate & epoch
526
+ 2,adv_instruction,sst2,google/flan-t5-large,3,70.0,29.386,96.0461,ablation of T5 rate & epoch
527
+ 0,adv_instruction,sst2,google/flan-t5-large,3,80.0,99.8904,95.9912,ablation of T5 rate & epoch
528
+ 1,adv_instruction,sst2,google/flan-t5-large,3,80.0,31.4693,96.101,ablation of T5 rate & epoch
529
+ 2,adv_instruction,sst2,google/flan-t5-large,3,80.0,99.4518,95.6617,ablation of T5 rate & epoch
530
+ 0,adv_instruction,sst2,google/flan-t5-large,3,90.0,99.8904,95.9912,ablation of T5 rate & epoch
531
+ 1,adv_instruction,sst2,google/flan-t5-large,3,90.0,100.0,95.6068,ablation of T5 rate & epoch
532
+ 2,adv_instruction,sst2,google/flan-t5-large,3,90.0,27.3026,95.497,ablation of T5 rate & epoch
533
+ 0,adv_instruction,sst2,google/flan-t5-large,3,100.0,89.2544,95.5519,ablation of T5 rate & epoch
534
+ 1,adv_instruction,sst2,google/flan-t5-large,3,100.0,99.7807,95.6617,ablation of T5 rate & epoch
535
+ 2,adv_instruction,sst2,google/flan-t5-large,3,100.0,33.114,95.8265,ablation of T5 rate & epoch
536
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,10.0,49.6094,92.85,ablation of T5 rate & epoch
537
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,10.0,42.5781,92.0,ablation of T5 rate & epoch
538
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,10.0,50.3906,91.75,ablation of T5 rate & epoch
539
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,20.0,46.875,92.05,ablation of T5 rate & epoch
540
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,20.0,49.2188,91.55,ablation of T5 rate & epoch
541
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,20.0,56.6406,91.85,ablation of T5 rate & epoch
542
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,30.0,57.0312,91.9,ablation of T5 rate & epoch
543
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,30.0,70.3125,92.0,ablation of T5 rate & epoch
544
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,30.0,65.2344,92.55,ablation of T5 rate & epoch
545
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,40.0,62.1094,92.0,ablation of T5 rate & epoch
546
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,40.0,55.4688,92.7,ablation of T5 rate & epoch
547
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,40.0,53.5156,91.75,ablation of T5 rate & epoch
548
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,50.0,73.4375,92.3,ablation of T5 rate & epoch
549
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,50.0,58.5938,92.2,ablation of T5 rate & epoch
550
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,50.0,47.6562,92.0,ablation of T5 rate & epoch
551
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,60.0,76.5625,92.3,ablation of T5 rate & epoch
552
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,60.0,87.8906,91.85,ablation of T5 rate & epoch
553
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,60.0,61.3281,92.4,ablation of T5 rate & epoch
554
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,70.0,71.875,91.9,ablation of T5 rate & epoch
555
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,70.0,60.9375,92.05,ablation of T5 rate & epoch
556
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,70.0,91.0156,92.25,ablation of T5 rate & epoch
557
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,80.0,91.0156,92.1,ablation of T5 rate & epoch
558
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,80.0,76.9531,92.3,ablation of T5 rate & epoch
559
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,80.0,79.2969,92.3,ablation of T5 rate & epoch
560
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,90.0,100.0,91.85,ablation of T5 rate & epoch
561
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,90.0,80.8594,91.7,ablation of T5 rate & epoch
562
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,90.0,86.3281,91.85,ablation of T5 rate & epoch
563
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,3,100.0,92.5781,91.75,ablation of T5 rate & epoch
564
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,3,100.0,74.2188,92.1,ablation of T5 rate & epoch
565
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,3,100.0,73.4375,92.45,ablation of T5 rate & epoch
566
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,5,0.01,81.6406,92.1,ablation of T5 rate & epoch
567
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,5,0.01,85.9375,92.4,ablation of T5 rate & epoch
568
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,5,0.01,92.5781,92.15,ablation of T5 rate & epoch
569
+ 0,own_adv_instruction,hate_speech,google/flan-t5-large,10,0.01,93.3594,92.15,ablation of T5 rate & epoch
570
+ 1,own_adv_instruction,hate_speech,google/flan-t5-large,10,0.01,83.5938,91.95,ablation of T5 rate & epoch
571
+ 2,own_adv_instruction,hate_speech,google/flan-t5-large,10,0.01,96.875,91.8,ablation of T5 rate & epoch
572
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,10.0,54.3453,85.0106,ablation of T5 rate & epoch
573
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,10.0,32.445,85.1513,ablation of T5 rate & epoch
574
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,10.0,26.4195,85.6439,ablation of T5 rate & epoch
575
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,20.0,100.0,84.7994,ablation of T5 rate & epoch
576
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,20.0,34.0672,84.9402,ablation of T5 rate & epoch
577
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,20.0,30.9386,85.0809,ablation of T5 rate & epoch
578
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,30.0,85.5156,85.292,ablation of T5 rate & epoch
579
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,30.0,60.3708,84.6587,ablation of T5 rate & epoch
580
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,30.0,26.7671,86.0662,ablation of T5 rate & epoch
581
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,40.0,88.9919,85.0809,ablation of T5 rate & epoch
582
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,40.0,91.7729,85.5032,ablation of T5 rate & epoch
583
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,40.0,75.3187,84.3772,ablation of T5 rate & epoch
584
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,50.0,82.5029,84.9402,ablation of T5 rate & epoch
585
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,50.0,88.876,84.1661,ablation of T5 rate & epoch
586
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,50.0,76.5933,85.1513,ablation of T5 rate & epoch
587
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,60.0,67.4392,84.7994,ablation of T5 rate & epoch
588
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,60.0,99.4206,84.9402,ablation of T5 rate & epoch
589
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,60.0,87.6014,85.5735,ablation of T5 rate & epoch
590
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,70.0,98.4936,84.2365,ablation of T5 rate & epoch
591
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,70.0,88.6443,84.9402,ablation of T5 rate & epoch
592
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,70.0,85.5156,84.7291,ablation of T5 rate & epoch
593
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,80.0,93.9745,84.9402,ablation of T5 rate & epoch
594
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,80.0,79.7219,84.7994,ablation of T5 rate & epoch
595
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,80.0,81.9235,85.292,ablation of T5 rate & epoch
596
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,90.0,68.3662,84.5883,ablation of T5 rate & epoch
597
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,90.0,96.5238,85.5032,ablation of T5 rate & epoch
598
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,90.0,99.8841,85.1513,ablation of T5 rate & epoch
599
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,100.0,92.2364,84.0957,ablation of T5 rate & epoch
600
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,100.0,100.0,86.1365,ablation of T5 rate & epoch
601
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,100.0,100.0,85.0106,ablation of T5 rate & epoch
602
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,5,0.01,93.2793,83.1809,ablation of T5 rate & epoch
603
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,5,0.01,74.2758,84.4476,ablation of T5 rate & epoch
604
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,5,0.01,36.153,85.1513,ablation of T5 rate & epoch
605
+ 0,own_adv_instruction,tweet_emotion,google/flan-t5-large,10,0.01,92.3523,84.5179,ablation of T5 rate & epoch
606
+ 1,own_adv_instruction,tweet_emotion,google/flan-t5-large,10,0.01,65.5852,84.5883,ablation of T5 rate & epoch
607
+ 2,own_adv_instruction,tweet_emotion,google/flan-t5-large,10,0.01,85.3998,84.6587,ablation of T5 rate & epoch
608
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,10.0,34.4196,97.4,ablation of T5 rate & epoch
609
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,10.0,85.7434,97.2,ablation of T5 rate & epoch
610
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,10.0,49.2872,96.8,ablation of T5 rate & epoch
611
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,20.0,54.9898,97.2,ablation of T5 rate & epoch
612
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,20.0,62.9328,97.2,ablation of T5 rate & epoch
613
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,20.0,49.2872,97.2,ablation of T5 rate & epoch
614
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,30.0,88.1874,96.8,ablation of T5 rate & epoch
615
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,30.0,44.3992,97.4,ablation of T5 rate & epoch
616
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,30.0,77.1894,97.2,ablation of T5 rate & epoch
617
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,40.0,46.8432,97.8,ablation of T5 rate & epoch
618
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,40.0,97.7597,97.4,ablation of T5 rate & epoch
619
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,40.0,100.0,97.2,ablation of T5 rate & epoch
620
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,50.0,97.9633,97.0,ablation of T5 rate & epoch
621
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,50.0,75.3564,97.2,ablation of T5 rate & epoch
622
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,50.0,77.3931,97.4,ablation of T5 rate & epoch
623
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,60.0,99.7963,97.2,ablation of T5 rate & epoch
624
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,60.0,100.0,96.2,ablation of T5 rate & epoch
625
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,60.0,100.0,96.8,ablation of T5 rate & epoch
626
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,70.0,100.0,96.8,ablation of T5 rate & epoch
627
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,70.0,99.5927,96.8,ablation of T5 rate & epoch
628
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,70.0,99.7963,96.0,ablation of T5 rate & epoch
629
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,5,0.01,85.947,97.8,ablation of T5 rate & epoch
630
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,5,0.01,94.2974,97.6,ablation of T5 rate & epoch
631
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,5,0.01,99.1853,97.4,ablation of T5 rate & epoch
632
+ 0,own_adv_instruction,trec_coarse,google/flan-t5-large,10,0.01,51.7312,97.2,ablation of T5 rate & epoch
633
+ 1,own_adv_instruction,trec_coarse,google/flan-t5-large,10,0.01,99.389,97.2,ablation of T5 rate & epoch
634
+ 2,own_adv_instruction,trec_coarse,google/flan-t5-large,10,0.01,100.0,96.4,ablation of T5 rate & epoch
635
+ 0,adv_instruction,sst2,google/flan-t5-small,3,69.0,100.0,91.3234,abstain
636
+ 1,adv_instruction,sst2,google/flan-t5-small,3,69.0,99.8904,90.7194,abstain
637
+ 2,adv_instruction,sst2,google/flan-t5-small,3,69.0,99.8904,90.994,abstain
638
+ 0,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,100.0,90.55,abstain
639
+ 1,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,100.0,90.6,abstain
640
+ 2,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,100.0,90.65,abstain
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