EduResearchBench - Peer Review: leaderboard

Metric: Judge score (1-5; 2 atomic tasks (language quality, logic flow), Chinese only, mean of Doubao-seed-1.6 and DeepSeek-V3.2 critique-then-score ratings). Source: arxiv.org. Saturation forecast: Around February 2027. 8 models tracked.

Top models

#ModelScore
1Gemini 3 Flash4.07
2GPT-54.03
3Qwen 2.5 72B Instruct3.41
4LongWriter-glm4-9B2.62
5Llama 3 70B Instruct2.5

Interactive version: theaggregate.ai/benchmark?slug=eduresearchbench-peer-review · How It Works · Data refreshed daily, snapshot 2026-09-25.