AlgoSimBench / README.md
JerryL's picture
Upload dataset
f7fd6bc verified
metadata
license: mit
task_categories:
  - question-answering
language:
  - en
tags:
  - code
size_categories:
  - 1K<n<10K
Introduction: >-
  This is the AlgoSimBench dataset, which contains competitive-level programming
  problems and fine-grained algorithm tags for topics related to the problems
  and corresponding algorithms to solve them. The purpose of AlgoSimBench is to
  evaluate models' abilities in identifying algorithmically similar problems.
  AlgoSimBench-mcq consists of 402 multiple-choice questions, with a reference
  problem, one algorithmically similar positive and 3 algorithmically dissimilar
  negatives. Each problem_id corresponds to ones in the raw problem corpus.
configs:
  - config_name: default
    data_files:
      - split: MCQ_test
        path: data/MCQ_test-*
dataset_info:
  features:
    - name: negative
      list:
        - name: prob_id
          dtype: string
        - name: tags
          sequence: string
    - name: positive
      struct:
        - name: prob_id
          dtype: string
        - name: tags
          sequence: string
    - name: reference
      struct:
        - name: prob_id
          dtype: string
        - name: tags
          sequence: string
  splits:
    - name: MCQ_test
      num_bytes: 141382
      num_examples: 402
  download_size: 31573
  dataset_size: 141382