medagents-benchmark / README.md
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metadata
dataset_info:
  - config_name: AfrimedQA
    features:
      - name: realidx
        dtype: string
      - name: question
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
          - name: E
            dtype: string
      - name: answer_idx
        dtype: string
      - name: reason
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 19024
        num_examples: 32
      - name: test
        num_bytes: 101481
        num_examples: 174
      - name: test_hard_leftout
        num_bytes: 10105
        num_examples: 15
    download_size: 111754
    dataset_size: 130610
  - config_name: MMLU
    features:
      - name: realidx
        dtype: int64
      - name: question
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
      - name: answer_idx
        dtype: string
      - name: subject
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 34527
        num_examples: 73
      - name: test
        num_bytes: 530715
        num_examples: 1089
      - name: test_hard_leftout
        num_bytes: 62396
        num_examples: 110
    download_size: 377712
    dataset_size: 627638
  - config_name: MMLU-Pro
    features:
      - name: realidx
        dtype: int64
      - name: question
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
          - name: E
            dtype: string
          - name: F
            dtype: string
          - name: G
            dtype: string
          - name: H
            dtype: string
          - name: I
            dtype: string
          - name: J
            dtype: string
      - name: answer_idx
        dtype: string
      - name: category
        dtype: string
      - name: src
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 67251
        num_examples: 100
      - name: test
        num_bytes: 562708
        num_examples: 818
      - name: test_hard_leftout
        num_bytes: 171714
        num_examples: 234
    download_size: 459221
    dataset_size: 801673
  - config_name: MedBullets
    features:
      - name: realidx
        dtype: int64
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
          - name: E
            dtype: string
      - name: answer_idx
        dtype: string
      - name: reason
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 344730
        num_examples: 89
      - name: test
        num_bytes: 1215107
        num_examples: 308
      - name: test_hard_leftout
        num_bytes: 143927
        num_examples: 37
    download_size: 896245
    dataset_size: 1703764
  - config_name: MedExQA
    features:
      - name: realidx
        dtype: string
      - name: question
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
      - name: answer_idx
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 31640
        num_examples: 100
      - name: test
        num_bytes: 259180
        num_examples: 935
      - name: test_hard_leftout
        num_bytes: 31133
        num_examples: 104
    download_size: 214390
    dataset_size: 321953
  - config_name: MedMCQA
    features:
      - name: question
        dtype: string
      - name: realidx
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
      - name: answer_idx
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 23787
        num_examples: 100
      - name: test
        num_bytes: 695464
        num_examples: 2816
      - name: test_hard_leftout
        num_bytes: 211237
        num_examples: 839
    download_size: 719752
    dataset_size: 930488
  - config_name: MedQA
    features:
      - name: realidx
        dtype: int64
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
      - name: meta_info
        dtype: string
      - name: answer_idx
        dtype: string
      - name: metamap_phrases
        sequence: string
    splits:
      - name: test_hard
        num_bytes: 166219
        num_examples: 100
      - name: test
        num_bytes: 1956214
        num_examples: 1273
      - name: test_hard_leftout
        num_bytes: 353821
        num_examples: 222
    download_size: 1334064
    dataset_size: 2476254
  - config_name: MedXpertQA-R
    features:
      - name: realidx
        dtype: string
      - name: question
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
          - name: E
            dtype: string
          - name: F
            dtype: string
          - name: G
            dtype: string
          - name: H
            dtype: string
          - name: I
            dtype: string
          - name: J
            dtype: string
      - name: answer_idx
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 157828
        num_examples: 100
      - name: test
        num_bytes: 3039101
        num_examples: 1861
      - name: test_hard_leftout
        num_bytes: 2450807
        num_examples: 1494
    download_size: 3415752
    dataset_size: 5647736
  - config_name: MedXpertQA-U
    features:
      - name: realidx
        dtype: string
      - name: question
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
          - name: D
            dtype: string
          - name: E
            dtype: string
          - name: F
            dtype: string
          - name: G
            dtype: string
          - name: H
            dtype: string
          - name: I
            dtype: string
          - name: J
            dtype: string
      - name: answer_idx
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 129016
        num_examples: 100
      - name: test
        num_bytes: 765350
        num_examples: 589
      - name: test_hard_leftout
        num_bytes: 514629
        num_examples: 387
    download_size: 931632
    dataset_size: 1408995
  - config_name: PubMedQA
    features:
      - name: realidx
        dtype: string
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: answer_rationale
        dtype: string
      - name: options
        struct:
          - name: A
            dtype: string
          - name: B
            dtype: string
          - name: C
            dtype: string
      - name: answer_idx
        dtype: string
    splits:
      - name: test_hard
        num_bytes: 181356
        num_examples: 100
      - name: test
        num_bytes: 884114
        num_examples: 500
      - name: test_hard_leftout
        num_bytes: 53174
        num_examples: 30
    download_size: 643984
    dataset_size: 1118644
configs:
  - config_name: AfrimedQA
    data_files:
      - split: test_hard
        path: AfrimedQA/test_hard-*
      - split: test
        path: AfrimedQA/test-*
      - split: test_hard_leftout
        path: AfrimedQA/test_hard_leftout-*
  - config_name: MMLU
    data_files:
      - split: test_hard
        path: MMLU/test_hard-*
      - split: test
        path: MMLU/test-*
      - split: test_hard_leftout
        path: MMLU/test_hard_leftout-*
  - config_name: MMLU-Pro
    data_files:
      - split: test_hard
        path: MMLU-Pro/test_hard-*
      - split: test
        path: MMLU-Pro/test-*
      - split: test_hard_leftout
        path: MMLU-Pro/test_hard_leftout-*
  - config_name: MedBullets
    data_files:
      - split: test_hard
        path: MedBullets/test_hard-*
      - split: test
        path: MedBullets/test-*
      - split: test_hard_leftout
        path: MedBullets/test_hard_leftout-*
  - config_name: MedExQA
    data_files:
      - split: test_hard
        path: MedExQA/test_hard-*
      - split: test
        path: MedExQA/test-*
      - split: test_hard_leftout
        path: MedExQA/test_hard_leftout-*
  - config_name: MedMCQA
    data_files:
      - split: test_hard
        path: MedMCQA/test_hard-*
      - split: test
        path: MedMCQA/test-*
      - split: test_hard_leftout
        path: MedMCQA/test_hard_leftout-*
  - config_name: MedQA
    data_files:
      - split: test_hard
        path: MedQA/test_hard-*
      - split: test
        path: MedQA/test-*
      - split: test_hard_leftout
        path: MedQA/test_hard_leftout-*
  - config_name: MedXpertQA-R
    data_files:
      - split: test_hard
        path: MedXpertQA-R/test_hard-*
      - split: test
        path: MedXpertQA-R/test-*
      - split: test_hard_leftout
        path: MedXpertQA-R/test_hard_leftout-*
  - config_name: MedXpertQA-U
    data_files:
      - split: test_hard
        path: MedXpertQA-U/test_hard-*
      - split: test
        path: MedXpertQA-U/test-*
      - split: test_hard_leftout
        path: MedXpertQA-U/test_hard_leftout-*
  - config_name: PubMedQA
    data_files:
      - split: test_hard
        path: PubMedQA/test_hard-*
      - split: test
        path: PubMedQA/test-*
      - split: test_hard_leftout
        path: PubMedQA/test_hard_leftout-*