Evaluation & BenchmarksClémentine Fourrier et al. (Hugging Face)Hugging Face

Hugging Face explains the MMLU score mismatch on the Open LLM Leaderboard

Made by AIWritten by AI (Claude) from the source below. Check anything important against the source.How it's made

MMLU score mismatch on the Open LLM Leaderboard explained — the same LLaMA 65B scored 0.636/0.637/0.488 depending on the implementation

Why it matters

The event that publicly confirmed benchmark numbers are not comparable

Source — Primary sources first; secondary reports are labelled “Press”

Officialhuggingface.cohttps://huggingface.co/blog/evaluating-mmlu-leaderboard

Added in Week 35, 2026 · See that week

On the map — ⑯ Evaluation line

  1. Previous stopMMLU
  2. This recordHugging Face explains the MMLU score mismatch on the Open LLM Leaderboard
  3. Next stopSWE-bench
See it on the map

Same week

UC Berkeley releases vLLM + PagedAttentionOfficialTextbooks Are All You NeedPaper

Nearby on the same axis

MT-Bench and LLM-as-a-judge publishedPaperLMSYS launches Chatbot ArenaOfficialSWE-bench releasedPaperGPQA releasedPaper