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  5. AI2 Reasoning Challenge
Evaluation & Benchmarksaka ARCaka AI2 ARC

AI2 Reasoning Challenge

The AI2 Reasoning Challenge is a multiple-choice benchmark based on grade-school science questions.

Ask Melo about this← all terms

Its questions are divided into an easier set and a challenge set that resisted baseline retrieval and word-association methods used during construction. A model selects one answer from the provided choices, and accuracy is reported for the chosen split. The acronym ARC should be distinguished from the separate ARC-AGI benchmark.

Related terms

ARC-AGIMMLUHellaSwagCommonsenseQATruthfulQAPerplexity

Where AI2 Reasoning Challenge comes up

  • NVIDIA AVO Hits 100% on ARC-AGI-3 — But Read the Fine Print
  • DeepSeek V4 Flash 0731 Scores 89% on ARC-AGI at $0.02/Task
  • OpenAI ARC-AGI-3: Retained Reasoning + Compaction Tripled Scores
  • Opus 5 Hits 30.2% on ARC-AGI-3 — What the Jump Means