| { | |
| "config_general": { | |
| "model_name": "Janus-1.3B", | |
| "model_dtype": "float16", | |
| "model_size": 0 | |
| }, | |
| "results": { | |
| "CMMMU": { | |
| "accuracy": 25.44, | |
| "acc_stderr": 0, | |
| "acc": 25.44 | |
| }, | |
| "MMMU": { | |
| "accuracy": 30.0, | |
| "acc_stderr": 0, | |
| "acc": 30.0 | |
| }, | |
| "MMMU_Pro_standard": { | |
| "accuracy": 15.09, | |
| "acc_stderr": 0, | |
| "acc": 15.09 | |
| }, | |
| "MMMU_Pro_vision": { | |
| "accuracy": 11.97, | |
| "subject_score": { | |
| "History": 0.0, | |
| "Art": 13.21, | |
| "Design": 3.33, | |
| "Literature": 9.62, | |
| "Agriculture": 13.33, | |
| "Finance": 11.67, | |
| "Sociology": 12.96, | |
| "Accounting": 20.69, | |
| "Energy_and_Power": 13.79, | |
| "Pharmacy": 17.54, | |
| "Architecture_and_Engineering": 10.0, | |
| "Clinical_Medicine": 10.17, | |
| "Public_Health": 3.45, | |
| "Physics": 16.67, | |
| "Art_Theory": 5.45, | |
| "Electronics": 5.0, | |
| "Psychology": 10.0, | |
| "Biology": 15.25, | |
| "Manage": 18.0, | |
| "Economics": 15.25, | |
| "Mechanical_Engineering": 18.64, | |
| "Diagnostics_and_Laboratory_Medicine": 6.67, | |
| "Basic_Medical_Science": 9.62, | |
| "Computer_Science": 10.0, | |
| "Math": 15.0, | |
| "Music": 16.67, | |
| "Materials": 10.0, | |
| "Marketing": 13.56, | |
| "Chemistry": 20.0, | |
| "Geography": 13.46 | |
| }, | |
| "acc_stderr": 0, | |
| "acc": 11.97 | |
| }, | |
| "MmvetV2": { | |
| "accuracy": 27.911, | |
| "capability_scores": { | |
| "ocr": 25.81730769230769, | |
| "math": 2.941176470588235, | |
| "spat": 26.14213197969544, | |
| "rec": 28.54368932038836, | |
| "know": 27.243589743589748, | |
| "gen": 26.472727272727287, | |
| "seq": 16.071428571428573 | |
| }, | |
| "capability_detail_scores": { | |
| "ocr_math": 0.0, | |
| "ocr_math_spat": 4.0, | |
| "ocr_math_spat_rec": 0.0, | |
| "spat_rec": 41.07142857142857, | |
| "ocr_spat": 18.84615384615385, | |
| "ocr_spat_rec": 16.666666666666664, | |
| "ocr_know_spat": 75.0, | |
| "ocr_rec": 32.5, | |
| "spat_know_rec": 40.0, | |
| "ocr": 48.4375, | |
| "rec": 36.271186440677965, | |
| "know_rec": 8.461538461538462, | |
| "gen_know_rec": 26.800000000000008, | |
| "gen_ocr_know_rec": 21.53846153846154, | |
| "gen_ocr_spat_rec": 31.16279069767442, | |
| "gen_ocr_spat": 30.0, | |
| "seq_ocr_gen_math_spat": 0.0, | |
| "seq_ocr_math_spat_rec": 0.0, | |
| "gen_spat_rec": 25.90909090909091, | |
| "gen_ocr_math_spat": 20.0, | |
| "seq_spat_rec": 10.0, | |
| "seq_ocr_spat_rec": 33.33333333333333, | |
| "spat_gen_know_rec": 23.333333333333332, | |
| "gen_rec": 40.58823529411764, | |
| "ocr_know_spat_rec": 50.0, | |
| "gen_ocr_spat_know_rec": 15.0, | |
| "ocr_math_rec": 0.0, | |
| "gen_ocr_rec": 32.0, | |
| "gen_ocr_seq_rec": 24.28571428571429, | |
| "gen_ocr": 14.615384615384613, | |
| "seq_gen_rec": 12.857142857142856, | |
| "seq_rec": 21.666666666666668, | |
| "seq_gen_spat_rec": 7.500000000000001, | |
| "seq_know_rec": 100.0, | |
| "seq_gen_know_rec": 0.0, | |
| "seq_gen_ocr_spat_rec": 10.0, | |
| "seq_gen_ocr_know_rec": 30.000000000000004, | |
| "math_know_rec": 10.0, | |
| "seq_ocr_rec": 0.0, | |
| "know_spat_rec": 40.0 | |
| }, | |
| "acc_stderr": 0, | |
| "acc": 27.911 | |
| }, | |
| "MathVerse": { | |
| "Text Dominant": { | |
| "accuracy": 16.62, | |
| "correct": 131, | |
| "total": 788 | |
| }, | |
| "Total": { | |
| "accuracy": 15.63, | |
| "correct": 616, | |
| "total": 3940 | |
| }, | |
| "Text Lite": { | |
| "accuracy": 17.26, | |
| "correct": 136, | |
| "total": 788 | |
| }, | |
| "Vision Intensive": { | |
| "accuracy": 17.64, | |
| "correct": 139, | |
| "total": 788 | |
| }, | |
| "Vision Dominant": { | |
| "accuracy": 13.83, | |
| "correct": 109, | |
| "total": 788 | |
| }, | |
| "Vision Only": { | |
| "accuracy": 12.82, | |
| "correct": 101, | |
| "total": 788 | |
| }, | |
| "accuracy": 15.63, | |
| "acc_stderr": 0, | |
| "acc": 15.63 | |
| }, | |
| "Ocrlite": { | |
| "final_score": [ | |
| 556, | |
| 1645 | |
| ], | |
| "accuracy": 33.799, | |
| "Key Information Extraction-Bookshelf": [ | |
| 3, | |
| 52 | |
| ], | |
| "Scene Text-centric VQA-diet_constraints": [ | |
| 0, | |
| 90 | |
| ], | |
| "Doc-oriented VQA-Control": [ | |
| 32, | |
| 189 | |
| ], | |
| "Doc-oriented VQA": [ | |
| 32, | |
| 204 | |
| ], | |
| "Scene Text-centric VQA-Fake_logo": [ | |
| 23, | |
| 119 | |
| ], | |
| "Handwritten Mathematical Expression Recognition": [ | |
| 39, | |
| 100 | |
| ], | |
| "Key Information Extraction": [ | |
| 63, | |
| 209 | |
| ], | |
| "Scene Text-centric VQA-Control": [ | |
| 123, | |
| 200 | |
| ], | |
| "Scene Text-centric VQA": [ | |
| 112, | |
| 282 | |
| ], | |
| "Artistic Text Recognition": [ | |
| 35, | |
| 50 | |
| ], | |
| "Irregular Text Recognition": [ | |
| 32, | |
| 50 | |
| ], | |
| "Non-Semantic Text Recognition": [ | |
| 19, | |
| 50 | |
| ], | |
| "Regular Text Recognition": [ | |
| 43, | |
| 50 | |
| ], | |
| "acc_stderr": 0, | |
| "acc": 33.799 | |
| }, | |
| "OcrliteZh": { | |
| "final_score": [ | |
| 19, | |
| 234 | |
| ], | |
| "accuracy": 8.12, | |
| "Docvqa": [ | |
| 0, | |
| 10 | |
| ], | |
| "Chartqa-human": [ | |
| 2, | |
| 10 | |
| ], | |
| "Chartqa-au": [ | |
| 0, | |
| 10 | |
| ], | |
| "infographic": [ | |
| 0, | |
| 10 | |
| ], | |
| "Key Information Extraction": [ | |
| 8, | |
| 45 | |
| ], | |
| "Scene Text-centric VQA": [ | |
| 2, | |
| 40 | |
| ], | |
| "Artistic Text Recognition": [ | |
| 0, | |
| 11 | |
| ], | |
| "IrRegular Text Recognition": [ | |
| 0, | |
| 11 | |
| ], | |
| "Non-semantic Text Recognition": [ | |
| 0, | |
| 12 | |
| ], | |
| "Regular Text Recognition": [ | |
| 0, | |
| 11 | |
| ], | |
| "Handwriting_CN": [ | |
| 4, | |
| 20 | |
| ], | |
| "Chinese Unlimited": [ | |
| 3, | |
| 44 | |
| ], | |
| "acc_stderr": 0, | |
| "acc": 8.12 | |
| }, | |
| "CharXiv": { | |
| "descriptive": { | |
| "Overall Score": 20.55, | |
| "By Question": { | |
| "Q1": 20.49, | |
| "Q2": 42.17, | |
| "Q3": 20.6, | |
| "Q4": 30.35, | |
| "Q5": 10.46, | |
| "Q6": 23.69, | |
| "Q7": 18.8, | |
| "Q8": 16.52, | |
| "Q9": 18.91, | |
| "Q10": 33.56, | |
| "Q11": 32.0, | |
| "Q12": 22.53, | |
| "Q13": 15.07, | |
| "Q14": 9.57, | |
| "Q15": 7.03, | |
| "Q16": 19.44, | |
| "Q17": 3.12, | |
| "Q18": 24.7, | |
| "Q19": 66.15 | |
| }, | |
| "By Category": { | |
| "Information Extraction": 23.78, | |
| "Enumeration": 12.67, | |
| "Pattern Recognition": 27.07, | |
| "Counting": 33.84, | |
| "Compositionality": 3.12 | |
| }, | |
| "By Subplot": { | |
| "1 Subplot": 26.42, | |
| "2-4 Subplots": 17.92, | |
| "5+ Subplots": 15.15 | |
| }, | |
| "By Subject": { | |
| "Computer Science": 19.25, | |
| "Economics": 19.38, | |
| "Electrical Engineering and Systems Science": 25.0, | |
| "Mathematics": 21.3, | |
| "Physics": 20.87, | |
| "Quantitative Biology": 19.05, | |
| "Quantitative Finance": 19.61, | |
| "Statistics": 20.13 | |
| }, | |
| "By Year": { | |
| "2020": 21.56, | |
| "2021": 19.16, | |
| "2022": 20.8, | |
| "2023": 20.77 | |
| }, | |
| "N_valid": 4000, | |
| "N_invalid": 40, | |
| "Question Type": "Descriptive" | |
| }, | |
| "reasoning": { | |
| "Overall Score": 14.1, | |
| "By Answer Type": { | |
| "Text-in-Chart": 10.45, | |
| "Text-in-General": 20.2, | |
| "Number-in-Chart": 14.22, | |
| "Number-in-General": 18.34 | |
| }, | |
| "By Source": { | |
| "GPT-Sourced": 16.3, | |
| "GPT-Inspired": 9.26, | |
| "Completely Human": 15.17 | |
| }, | |
| "By Subject": { | |
| "Computer Science": 13.49, | |
| "Economics": 15.22, | |
| "Electrical Engineering and Systems Science": 10.08, | |
| "Mathematics": 17.78, | |
| "Physics": 12.6, | |
| "Quantitative Biology": 16.67, | |
| "Quantitative Finance": 8.62, | |
| "Statistics": 17.7 | |
| }, | |
| "By Year": { | |
| "2020": 13.36, | |
| "2021": 14.94, | |
| "2022": 13.93, | |
| "2023": 14.11 | |
| }, | |
| "By Subplot": { | |
| "1 Subplot": 16.84, | |
| "2-4 Subplots": 11.9, | |
| "5+ Subplots": 13.14 | |
| }, | |
| "N_valid": 1000, | |
| "N_invalid": 2, | |
| "Question Type": "Reasoning" | |
| }, | |
| "accuracy": 17.32, | |
| "acc_stderr": 0, | |
| "acc": 17.32 | |
| }, | |
| "MathVision": { | |
| "accuracy": 14.24, | |
| "acc_stderr": 0, | |
| "acc": 14.24 | |
| }, | |
| "CII-Bench": { | |
| "accuracy": 21.96, | |
| "domain_score": { | |
| "Life": 16.88, | |
| "Art": 27.21, | |
| "CTC": 21.48, | |
| "Society": 23.78, | |
| "Env.": 31.48, | |
| "Politics": 8.33 | |
| }, | |
| "emotion_score": { | |
| "Neutral": 24.44, | |
| "Negative": 21.51, | |
| "Positive": 19.66 | |
| }, | |
| "acc_stderr": 0, | |
| "acc": 21.96 | |
| }, | |
| "Blink": { | |
| "accuracy": 38.56, | |
| "Art Style": 52.99, | |
| "Counting": 42.5, | |
| "Forensic Detection": 22.73, | |
| "Functional Correspondence": 24.62, | |
| "IQ Test": 23.33, | |
| "Jigsaw": 52.67, | |
| "Multi-view Reasoning": 44.36, | |
| "Object Localization": 41.8, | |
| "Relative Depth": 58.87, | |
| "Relative Reflectance": 28.36, | |
| "Semantic Correspondence": 27.34, | |
| "Spatial Relation": 46.15, | |
| "Visual Correspondence": 27.33, | |
| "Visual Similarity": 53.33, | |
| "acc_stderr": 0, | |
| "acc": 38.56 | |
| } | |
| } | |
| } |