{
  "config_general": {
    "model_name": "InternVL2_5-2B",
    "model_dtype": "float16",
    "model_size": 0
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  "results": {
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      "人文社会科学": {
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      "技术与工程": {
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      "accuracy": 35.22,
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      "difficulty_score": {
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        "Biology": 30.51,
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        "Diagnostics_and_Laboratory_Medicine": 21.67,
        "Basic_Medical_Science": 34.62,
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        "Math": 23.33,
        "Music": 23.33,
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        "Marketing": 22.03,
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      "difficulty_score": {
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    "MathVerse": {
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      "Total": {
        "accuracy": 20.46,
        "correct": 806,
        "total": 3940
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      "Text Lite": {
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      "Vision Intensive": {
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      "Vision Dominant": {
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      "Vision Only": {
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      "Doc-oriented VQA-Control": [
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      ],
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      "Artistic Text Recognition": [
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      "Non-Semantic Text Recognition": [
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    "OcrliteZh": {
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      "accuracy": 46.154,
      "Docvqa": [
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      "Artistic Text Recognition": [
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      "Non-semantic Text Recognition": [
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      "Handwriting_CN": [
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      "Chinese Unlimited": [
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    "CharXiv": {
      "descriptive": {
        "Overall Score": 50.73,
        "By Question": {
          "Q1": 45.9,
          "Q2": 57.83,
          "Q3": 42.92,
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          "Q5": 54.81,
          "Q6": 38.55,
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          "Q16": 44.44,
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          "Q18": 48.99,
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        "By Category": {
          "Information Extraction": 49.94,
          "Enumeration": 59.97,
          "Pattern Recognition": 51.97,
          "Counting": 47.07,
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        "By Subplot": {
          "1 Subplot": 60.95,
          "2-4 Subplots": 47.55,
          "5+ Subplots": 39.09
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        "By Subject": {
          "Computer Science": 51.59,
          "Economics": 50.54,
          "Electrical Engineering and Systems Science": 54.41,
          "Mathematics": 52.59,
          "Physics": 45.08,
          "Quantitative Biology": 47.82,
          "Quantitative Finance": 51.94,
          "Statistics": 52.21
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        "By Year": {
          "2020": 48.68,
          "2021": 50.48,
          "2022": 50.92,
          "2023": 52.82
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        "N_valid": 4000,
        "N_invalid": 0,
        "Question Type": "Descriptive"
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      "reasoning": {
        "Overall Score": 21.4,
        "By Answer Type": {
          "Text-in-Chart": 27.5,
          "Text-in-General": 25.25,
          "Number-in-Chart": 21.12,
          "Number-in-General": 8.3
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        "By Source": {
          "GPT-Sourced": 20.65,
          "GPT-Inspired": 23.61,
          "Completely Human": 20.83
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        "By Subject": {
          "Computer Science": 17.46,
          "Economics": 24.64,
          "Electrical Engineering and Systems Science": 22.69,
          "Mathematics": 20.0,
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          "Quantitative Biology": 19.84,
          "Quantitative Finance": 25.0,
          "Statistics": 25.66
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        "By Year": {
          "2020": 23.08,
          "2021": 21.46,
          "2022": 19.26,
          "2023": 21.77
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        "By Subplot": {
          "1 Subplot": 19.69,
          "2-4 Subplots": 24.6,
          "5+ Subplots": 19.07
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        "N_valid": 1000,
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        "Question Type": "Reasoning"
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      "accuracy": 36.06,
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      "acc": 36.06
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    "MathVision": {
      "accuracy": 12.93,
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    "CII-Bench": {
      "accuracy": 41.18,
      "domain_score": {
        "Life": 31.6,
        "Art": 46.32,
        "CTC": 37.78,
        "Society": 44.32,
        "Env.": 59.26,
        "Politics": 58.33
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      "emotion_score": {
        "Neutral": 46.62,
        "Negative": 40.0,
        "Positive": 36.32
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      "acc_stderr": 0,
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    "Blink": {
      "accuracy": 43.35,
      "Art Style": 58.12,
      "Counting": 55.83,
      "Forensic Detection": 10.61,
      "Functional Correspondence": 18.46,
      "IQ Test": 31.33,
      "Jigsaw": 47.33,
      "Multi-view Reasoning": 51.13,
      "Object Localization": 50.82,
      "Relative Depth": 62.1,
      "Relative Reflectance": 38.06,
      "Semantic Correspondence": 25.9,
      "Spatial Relation": 83.22,
      "Visual Correspondence": 29.65,
      "Visual Similarity": 51.11,
      "acc_stderr": 0,
      "acc": 43.35
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  }
}