SuperCLUE-Agent - Long & Short-term Memory: leaderboard

SuperCLUE is the Chinese-language evaluation programme run by CLUE; its specialised boards each cover one professional domain and are graded by the organisers rather than self-reported. This board covers agent capability: holding both long- and short-term memory across a task.

Metric: Score. Source: www.superclueai.com. Saturation forecast: Estimated already saturated. 11 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o (2024-05-13)85.46#325
2TeleChat281.11#589
3Qwen 2 72B Instruct77.36#576
4GLM-4 9B Chat74.5#916
5Yi-1.5-6B-Chat65.73#1259
6gemma-7B (IT)55.19#1496
7Phi-3 Mini 128K Instruct53.7#1298

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=superclue-agent-long-short-term-memory · How It Works · Data refreshed daily, snapshot 2026-10-20.