| { | |
| "config_general": { | |
| "model_name": "InternVL2-2B", | |
| "model_dtype": "float16", | |
| "model_size": 0 | |
| }, | |
| "results": { | |
| "CMMMU": { | |
| "艺术与设计": { | |
| "num": 88, | |
| "correct": 35, | |
| "accuracy": 39.77 | |
| }, | |
| "overall": { | |
| "num": 900, | |
| "correct": 263, | |
| "accuracy": 29.22 | |
| }, | |
| "商业": { | |
| "num": 126, | |
| "correct": 22, | |
| "accuracy": 17.46 | |
| }, | |
| "科学": { | |
| "num": 204, | |
| "correct": 43, | |
| "accuracy": 21.08 | |
| }, | |
| "健康与医学": { | |
| "num": 153, | |
| "correct": 52, | |
| "accuracy": 33.99 | |
| }, | |
| "人文社会科学": { | |
| "num": 85, | |
| "correct": 37, | |
| "accuracy": 43.53 | |
| }, | |
| "技术与工程": { | |
| "num": 244, | |
| "correct": 74, | |
| "accuracy": 30.33 | |
| }, | |
| "accuracy": 29.22, | |
| "acc_stderr": 0, | |
| "acc": 29.22 | |
| }, | |
| "MMMU": { | |
| "accuracy": 32.89, | |
| "acc_stderr": 0, | |
| "acc": 32.89 | |
| }, | |
| "MMMU_Pro_standard": { | |
| "accuracy": 20.4, | |
| "acc_stderr": 0, | |
| "acc": 20.4 | |
| }, | |
| "MMMU_Pro_vision": { | |
| "accuracy": 12.2, | |
| "subject_score": { | |
| "Finance": 6.67, | |
| "Agriculture": 11.67, | |
| "Design": 16.67, | |
| "Art": 9.43, | |
| "Literature": 19.23, | |
| "Sociology": 14.81, | |
| "History": 8.93, | |
| "Pharmacy": 22.81, | |
| "Clinical_Medicine": 8.47, | |
| "Energy_and_Power": 5.17, | |
| "Accounting": 12.07, | |
| "Public_Health": 5.17, | |
| "Architecture_and_Engineering": 11.67, | |
| "Psychology": 10.0, | |
| "Art_Theory": 7.27, | |
| "Electronics": 8.33, | |
| "Physics": 11.67, | |
| "Biology": 16.95, | |
| "Mechanical_Engineering": 18.64, | |
| "Manage": 20.0, | |
| "Economics": 8.47, | |
| "Basic_Medical_Science": 23.08, | |
| "Diagnostics_and_Laboratory_Medicine": 13.33, | |
| "Computer_Science": 11.67, | |
| "Math": 8.33, | |
| "Music": 11.67, | |
| "Marketing": 6.78, | |
| "Materials": 16.67, | |
| "Chemistry": 10.0, | |
| "Geography": 13.46 | |
| }, | |
| "acc_stderr": 0, | |
| "acc": 12.2 | |
| }, | |
| "MmvetV2": { | |
| "accuracy": 39.4584, | |
| "capability_scores": { | |
| "ocr": 40.14423076923076, | |
| "math": 21.764705882352942, | |
| "spat": 34.82233502538071, | |
| "rec": 37.93689320388349, | |
| "know": 34.615384615384606, | |
| "gen": 37.92727272727271, | |
| "seq": 40.178571428571445 | |
| }, | |
| "capability_detail_scores": { | |
| "ocr_math": 22.727272727272727, | |
| "ocr_math_spat": 16.666666666666664, | |
| "math_ocr_rec_spat": 0.0, | |
| "rec_spat": 46.07142857142858, | |
| "ocr_spat": 48.07692307692308, | |
| "ocr_rec_spat": 8.333333333333332, | |
| "ocr_know_spat": 42.5, | |
| "ocr_rec": 62.5, | |
| "know_rec_spat": 30.0, | |
| "ocr": 65.0, | |
| "rec": 47.96610169491527, | |
| "know_rec": 14.615384615384613, | |
| "know_gen_rec": 35.99999999999999, | |
| "ocr_know_gen_rec": 45.38461538461539, | |
| "ocr_gen_rec_spat": 33.25581395348837, | |
| "ocr_gen_spat": 70.0, | |
| "gen_seq_spat_math_ocr": 0.0, | |
| "seq_spat_math_rec_ocr": 0.0, | |
| "gen_rec_spat": 20.45454545454546, | |
| "ocr_gen_math_spat": 40.0, | |
| "seq_rec_spat": 48.57142857142858, | |
| "ocr_seq_rec_spat": 50.0, | |
| "know_gen_rec_spat": 33.33333333333333, | |
| "gen_rec": 47.94117647058824, | |
| "ocr_know_rec_spat": 12.5, | |
| "gen_spat_know_rec_ocr": 75.0, | |
| "math_ocr_rec": 100.0, | |
| "ocr_gen_rec": 44.00000000000001, | |
| "ocr_gen_rec_seq": 45.714285714285715, | |
| "ocr_gen": 45.38461538461538, | |
| "seq_gen_rec": 26.42857142857143, | |
| "seq_rec": 44.99999999999999, | |
| "seq_gen_rec_spat": 61.24999999999999, | |
| "know_seq_rec": 0.0, | |
| "gen_seq_rec": 26.42857142857143, | |
| "seq_know_gen_rec": 45.0, | |
| "gen_seq_spat_rec_ocr": 53.333333333333336, | |
| "gen_seq_know_rec_ocr": 30.0, | |
| "math_know_rec": 50.0, | |
| "ocr_seq_rec": 0.0 | |
| }, | |
| "acc_stderr": 0, | |
| "acc": 39.4584 | |
| }, | |
| "MathVerse": { | |
| "Text Lite": { | |
| "accuracy": 23.73, | |
| "correct": 187, | |
| "total": 788 | |
| }, | |
| "Total": { | |
| "accuracy": 21.62, | |
| "correct": 852, | |
| "total": 3940 | |
| }, | |
| "Vision Intensive": { | |
| "accuracy": 24.11, | |
| "correct": 190, | |
| "total": 788 | |
| }, | |
| "Text Dominant": { | |
| "accuracy": 24.75, | |
| "correct": 195, | |
| "total": 788 | |
| }, | |
| "Vision Dominant": { | |
| "accuracy": 20.43, | |
| "correct": 161, | |
| "total": 788 | |
| }, | |
| "Vision Only": { | |
| "accuracy": 15.1, | |
| "correct": 119, | |
| "total": 788 | |
| }, | |
| "accuracy": 21.62, | |
| "acc_stderr": 0, | |
| "acc": 21.62 | |
| }, | |
| "Ocrlite": { | |
| "final_score": [ | |
| 944, | |
| 1645 | |
| ], | |
| "accuracy": 57.386, | |
| "Key Information Extraction-Bookshelf": [ | |
| 8, | |
| 52 | |
| ], | |
| "Scene Text-centric VQA-diet_constraints": [ | |
| 20, | |
| 90 | |
| ], | |
| "Doc-oriented VQA-Control": [ | |
| 98, | |
| 189 | |
| ], | |
| "Doc-oriented VQA": [ | |
| 88, | |
| 204 | |
| ], | |
| "Scene Text-centric VQA-Fake_logo": [ | |
| 53, | |
| 119 | |
| ], | |
| "Handwritten Mathematical Expression Recognition": [ | |
| 40, | |
| 100 | |
| ], | |
| "Key Information Extraction": [ | |
| 152, | |
| 209 | |
| ], | |
| "Scene Text-centric VQA-Control": [ | |
| 155, | |
| 200 | |
| ], | |
| "Scene Text-centric VQA": [ | |
| 170, | |
| 282 | |
| ], | |
| "Artistic Text Recognition": [ | |
| 38, | |
| 50 | |
| ], | |
| "Irregular Text Recognition": [ | |
| 36, | |
| 50 | |
| ], | |
| "Non-Semantic Text Recognition": [ | |
| 40, | |
| 50 | |
| ], | |
| "Regular Text Recognition": [ | |
| 46, | |
| 50 | |
| ], | |
| "acc_stderr": 0, | |
| "acc": 57.386 | |
| }, | |
| "OcrliteZh": { | |
| "final_score": [ | |
| 99, | |
| 234 | |
| ], | |
| "accuracy": 42.308, | |
| "Docvqa": [ | |
| 2, | |
| 10 | |
| ], | |
| "Chartqa-human": [ | |
| 3, | |
| 10 | |
| ], | |
| "Chartqa-au": [ | |
| 3, | |
| 10 | |
| ], | |
| "infographic": [ | |
| 3, | |
| 10 | |
| ], | |
| "Key Information Extraction": [ | |
| 24, | |
| 45 | |
| ], | |
| "Scene Text-centric VQA": [ | |
| 16, | |
| 40 | |
| ], | |
| "Artistic Text Recognition": [ | |
| 2, | |
| 11 | |
| ], | |
| "IrRegular Text Recognition": [ | |
| 5, | |
| 11 | |
| ], | |
| "Non-semantic Text Recognition": [ | |
| 10, | |
| 12 | |
| ], | |
| "Regular Text Recognition": [ | |
| 8, | |
| 11 | |
| ], | |
| "Handwriting_CN": [ | |
| 11, | |
| 20 | |
| ], | |
| "Chinese Unlimited": [ | |
| 12, | |
| 44 | |
| ], | |
| "acc_stderr": 0, | |
| "acc": 42.308 | |
| }, | |
| "CharXiv": { | |
| "descriptive": { | |
| "Overall Score": 36.6, | |
| "By Question": { | |
| "Q1": 52.05, | |
| "Q2": 62.61, | |
| "Q3": 38.2, | |
| "Q4": 54.47, | |
| "Q5": 43.51, | |
| "Q6": 28.92, | |
| "Q7": 32.91, | |
| "Q8": 31.7, | |
| "Q9": 26.87, | |
| "Q10": 40.41, | |
| "Q11": 21.14, | |
| "Q12": 47.8, | |
| "Q13": 37.9, | |
| "Q14": 42.91, | |
| "Q15": 14.38, | |
| "Q16": 36.11, | |
| "Q17": 4.46, | |
| "Q18": 42.51, | |
| "Q19": 40.0 | |
| }, | |
| "By Category": { | |
| "Information Extraction": 44.66, | |
| "Enumeration": 30.19, | |
| "Pattern Recognition": 33.84, | |
| "Counting": 43.77, | |
| "Compositionality": 4.46 | |
| }, | |
| "By Subplot": { | |
| "1 Subplot": 48.83, | |
| "2-4 Subplots": 31.81, | |
| "5+ Subplots": 24.26 | |
| }, | |
| "By Subject": { | |
| "Computer Science": 38.89, | |
| "Economics": 37.68, | |
| "Electrical Engineering and Systems Science": 41.18, | |
| "Mathematics": 37.78, | |
| "Physics": 33.27, | |
| "Quantitative Biology": 34.33, | |
| "Quantitative Finance": 33.41, | |
| "Statistics": 36.06 | |
| }, | |
| "By Year": { | |
| "2020": 37.96, | |
| "2021": 34.77, | |
| "2022": 37.6, | |
| "2023": 36.19 | |
| }, | |
| "N_valid": 4000, | |
| "N_invalid": 0, | |
| "Question Type": "Descriptive" | |
| }, | |
| "reasoning": { | |
| "Overall Score": 20.1, | |
| "By Answer Type": { | |
| "Text-in-Chart": 22.95, | |
| "Text-in-General": 24.24, | |
| "Number-in-Chart": 22.84, | |
| "Number-in-General": 10.04 | |
| }, | |
| "By Source": { | |
| "GPT-Sourced": 25.54, | |
| "GPT-Inspired": 18.52, | |
| "Completely Human": 19.0 | |
| }, | |
| "By Subject": { | |
| "Computer Science": 21.43, | |
| "Economics": 18.12, | |
| "Electrical Engineering and Systems Science": 21.01, | |
| "Mathematics": 22.22, | |
| "Physics": 18.9, | |
| "Quantitative Biology": 22.22, | |
| "Quantitative Finance": 18.97, | |
| "Statistics": 17.7 | |
| }, | |
| "By Year": { | |
| "2020": 19.03, | |
| "2021": 22.61, | |
| "2022": 16.8, | |
| "2023": 21.77 | |
| }, | |
| "By Subplot": { | |
| "1 Subplot": 20.98, | |
| "2-4 Subplots": 21.96, | |
| "5+ Subplots": 15.68 | |
| }, | |
| "N_valid": 1000, | |
| "N_invalid": 0, | |
| "Question Type": "Reasoning" | |
| }, | |
| "accuracy": 28.35, | |
| "acc_stderr": 0, | |
| "acc": 28.35 | |
| }, | |
| "MathVision": { | |
| "accuracy": 13.88, | |
| "acc_stderr": 0, | |
| "acc": 13.88 | |
| }, | |
| "CII-Bench": { | |
| "accuracy": 38.95, | |
| "domain_score": { | |
| "Life": 29.0, | |
| "CTC": 40.74, | |
| "Art": 42.65, | |
| "Society": 41.62, | |
| "Env.": 55.56, | |
| "Politics": 45.83 | |
| }, | |
| "emotion_score": { | |
| "Neutral": 42.11, | |
| "Positive": 39.32, | |
| "Negative": 35.47 | |
| }, | |
| "acc_stderr": 0, | |
| "acc": 38.95 | |
| }, | |
| "Blink": { | |
| "accuracy": 40.35, | |
| "Art Style": 52.99, | |
| "Counting": 46.67, | |
| "Forensic Detection": 18.94, | |
| "Functional Correspondence": 18.46, | |
| "IQ Test": 28.67, | |
| "Jigsaw": 42.0, | |
| "Multi-view Reasoning": 46.62, | |
| "Object Localization": 45.08, | |
| "Relative Depth": 51.61, | |
| "Relative Reflectance": 30.6, | |
| "Semantic Correspondence": 28.06, | |
| "Spatial Relation": 72.73, | |
| "Visual Correspondence": 33.14, | |
| "Visual Similarity": 53.33, | |
| "acc_stderr": 0, | |
| "acc": 40.35 | |
| } | |
| } | |
| } |