EVAL.IR_evaluation / README.md
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metadata
dataset_info:
  features:
    - name: question
      dtype: string
    - name: answer
      dtype: string
    - name: url
      dtype: string
    - name: group
      dtype: string
    - name: doc_id
      dtype: string
    - name: evaluation
      list:
        - name: content
          dtype: string
        - name: doc_id
          dtype: string
        - name: score
          dtype: float64
    - name: metadata
      dtype: string
  splits:
    - name: TEST.basic_test_tdt_dataset
      num_bytes: 189180
      num_examples: 20
    - name: INDEX.medium_index_TDT
      num_bytes: 4968179
      num_examples: 144
  download_size: 672439
  dataset_size: 5157359
configs:
  - config_name: default
    data_files:
      - split: TEST.basic_test_tdt_dataset
        path: data/TEST.basic_test_tdt_dataset-*
      - split: INDEX.medium_index_TDT
        path: data/INDEX.medium_index_TDT-*

Evaluation on IR

TEST.basic_test_tdt_dataset

{
  "split": "TEST.basic_test_tdt_dataset",
  "algo": "HyDE",
  "size": "20",
  "precision": 0.625,
  "recall": 0.5,
  "map": 0.354
}

INDEX.medium_index_TDT

{
  'split': 'INDEX.medium_index_TDT',
  'vec_index': 'vec-index.medium_index_tdt',
  'text_index': 'text-index.medium_index_tdt',
  'algo': 'HyDE-Hybrid',
  'size': 142, 
  'precision': 0.2485207100591716,
  'recall': 0.29577464788732394,
  'map_score': 0.13399564050972498
}