AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

ARC-C

The AI2 Reasoning Challenge (ARC) Challenge Set is a multiple-choice question-answering benchmark containing grade-school level science questions that require advanced reasoning capabilities. ARC-C specifically contains questions that were answered incorrectly by both retrieval-based and word co-occurrence algorithms, making it a particularly challenging subset designed to test commonsense reasoning abilities in AI systems.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
2018-03-14
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 34

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
MiMo-V2.5-Pro0.972Not recordedNot recorded2026-04-27 · model_announcementLLM Stats
Llama 3.1 405B Instruct0.969Not recordedNot recorded2024-07-23 · model_announcementLLM Stats
Claude 3 Opus0.964Not recordedNot recorded2024-02-29 · model_announcementLLM Stats
Nova Pro0.948Not recordedNot recorded2024-11-20 · model_announcementLLM Stats
Llama 3.1 70B Instruct0.948Not recordedNot recorded2024-07-23 · model_announcementLLM Stats
Claude 3 Sonnet0.932Not recordedNot recorded2024-02-29 · model_announcementLLM Stats
Jamba 1.5 Large0.93Not recordedNot recorded2024-08-22 · model_announcementLLM Stats
Nova Lite0.924Not recordedNot recorded2024-11-20 · model_announcementLLM Stats
Mistral Small 3 24B Base0.9129Not recordedNot recorded2025-01-30 · model_announcementLLM Stats
Phi-3.5-MoE-instruct0.91Not recordedNot recorded2024-08-23 · model_announcementLLM Stats
Nova Micro0.902Not recordedNot recorded2024-11-20 · model_announcementLLM Stats
Claude 3 Haiku0.892Not recordedNot recorded2024-03-13 · model_announcementLLM Stats
Jamba 1.5 Mini0.857Not recordedNot recorded2024-08-22 · model_announcementLLM Stats
Phi-3.5-mini-instruct0.846Not recordedNot recorded2024-08-23 · model_announcementLLM Stats
Phi 4 Mini0.837Not recordedNot recorded2025-02-01 · model_announcementLLM Stats
Llama 3.1 8B Instruct0.834Not recordedNot recorded2024-07-23 · model_announcementLLM Stats
Llama 3.2 3B Instruct0.786Not recordedNot recorded2024-09-25 · model_announcementLLM Stats
Ministral 8B Instruct0.719Not recordedNot recorded2024-10-16 · model_announcementLLM Stats
Gemma 2 27B0.714Not recordedNot recorded2024-06-27 · model_announcementLLM Stats
Command R+0.7099Not recordedNot recorded2024-08-30 · model_announcementLLM Stats
Qwen2.5-Coder 32B Instruct0.705Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen2.5 32B Instruct0.704Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Llama 3.1 Nemotron 70B Instruct0.692Not recordedNot recorded2024-10-01 · model_announcementLLM Stats
Qwen2 72B Instruct0.689Not recordedNot recorded2024-07-23 · model_announcementLLM Stats
Gemma 2 9B0.684Not recordedNot recorded2024-06-27 · model_announcementLLM Stats
Qwen2.5 14B Instruct0.673Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Hermes 3 70B0.6553Not recordedNot recorded2024-08-15 · model_announcementLLM Stats
Gemma 3n E4B0.616Not recordedNot recorded2025-06-26 · model_announcementLLM Stats
Gemma 3n E4B Instructed LiteRT Preview0.616Not recordedNot recorded2025-05-20 · model_announcementLLM Stats
Qwen2.5-Coder 7B Instruct0.609Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Gemma 3n E2B0.517Not recordedNot recorded2025-06-26 · model_announcementLLM Stats
Gemma 3n E2B Instructed LiteRT (Preview)0.517Not recordedNot recorded2025-05-20 · model_announcementLLM Stats
Granite 3.3 8B Base0.5084Not recordedNot recorded2025-04-16 · model_announcementLLM Stats
ERNIE 4.50.406Not recordedNot recorded2025-06-25 · model_announcementLLM Stats

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