roberta-base-tweetner7-all / eval /metric.test_2020.json
asahi417's picture
model update
8711ca0
raw
history blame
1.93 kB
{"micro/f1": 0.6531839300355288, "micro/f1_ci": {"90": [0.6331939425228015, 0.6709196392454311], "95": [0.6287463050212823, 0.6742363307437226]}, "micro/recall": 0.6201349247535028, "micro/precision": 0.6899538106235565, "macro/f1": 0.6166186507300974, "macro/f1_ci": {"90": [0.594157548648219, 0.6362144855158252], "95": [0.5904501135575192, 0.639776197480569]}, "macro/recall": 0.5860926262979317, "macro/precision": 0.6523781324413148, "per_entity_metric": {"corporation": {"f1": 0.6194225721784777, "f1_ci": {"90": [0.5565017746228926, 0.6733323349589473], "95": [0.5479085471734517, 0.6820512820512821]}, "precision": 0.6210526315789474, "recall": 0.6178010471204188}, "creative_work": {"f1": 0.4894259818731118, "f1_ci": {"90": [0.4270354135925701, 0.545507399577167], "95": [0.41717142698274423, 0.5555627705627706]}, "precision": 0.5328947368421053, "recall": 0.45251396648044695}, "event": {"f1": 0.45136186770428016, "f1_ci": {"90": [0.3978736734522443, 0.501874083251449], "95": [0.3891742854740079, 0.510803537621031]}, "precision": 0.46586345381526106, "recall": 0.4377358490566038}, "group": {"f1": 0.5658362989323844, "f1_ci": {"90": [0.5151382476251127, 0.61462698148764], "95": [0.5076307180164151, 0.626772526987192]}, "precision": 0.6334661354581673, "recall": 0.5112540192926045}, "location": {"f1": 0.6894409937888198, "f1_ci": {"90": [0.6274217149546386, 0.7440886398547689], "95": [0.6148768819473758, 0.7561225667461723]}, "precision": 0.7070063694267515, "recall": 0.6727272727272727}, "person": {"f1": 0.8275261324041812, "f1_ci": {"90": [0.7993567425754086, 0.8511074607796776], "95": [0.7958273985244123, 0.8545669887000585]}, "precision": 0.8605072463768116, "recall": 0.7969798657718121}, "product": {"f1": 0.6733167082294264, "f1_ci": {"90": [0.6190924641557551, 0.723014061091403], "95": [0.6093323046153235, 0.7345134333722708]}, "precision": 0.7458563535911602, "recall": 0.6136363636363636}}}