SuperCLUE-Agent
Chinese language models are tested on agent skills in Chinese tasks. These include tool use with several API calls, task planning and memory over long dialogues.
The board is updated from time to time with more Chinese models. The repository has about 96 stars.
- Made by
- CLUE benchmark team (SuperCLUE)
- Released
- October 2023
- Kind
- Function calling
- Level
- Everyday
- Scored
- Graded by a model
- Answers
- Agent task
- Tasks
- Kept private
- Strongest model tested
- GPT-4o May 2024 #161 on the capability index
- Last model added
- June 2024
- Scores refreshed
- November 12th, 2026
GPT-4o leads with 78.4 among models released by June 2024
Best score per entry from the benchmark's own leaderboard, read on November 12th, 2026. Where a model ran with several settings or harnesses, we keep its best. Names in gray aren't in our model list: fine-tunes, agent systems, products and older models. They don't count toward leaders.
The newest model with a score here came out in June 2024, and nobody has tested a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- Claude Fable 5.2
-
Gemini 4 Carbon - GPT-6 Astra
- Claude Opus 5.5
- and 16 more
- 1 GPT-4o May 2024 78.4
- 2 ERNIE-4-8k-latest 75.3
- 3 TeleChat2-Large 74.5
- 4
Qwen2-72B 74.0 - 5 TeleChat2 73.7
- 6 GLM-4-9B-Chat 69.6
- 7 GPT-3.5 Turbo Jan 2024 65.4
- 8 Baichuan-2-13B-Chat-v2 62.7
- 9
Yi-1.5-6B-Chat 62.2 - 10
Phi-3-mini-128k-instruct 55.3 - 11 Gemma 7B 51.3
Source: Official SuperCLUE-Agent leaderboard
| # | Entry | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | GPT-4o May 2024 | 78.4 | May 2024 | Official leaderboard | |
| 2 | ERNIE-4-8k-latest | 75.3 | Oct 2024 | Official leaderboard | |
| 3 | TeleChat2-Large | 74.5 | Dec 2024 | Official leaderboard | |
| 4 | Qwen2-72B | 74.0 | Jun 2024 | Official leaderboard | |
| 5 | TeleChat2 | 73.7 | Oct 2024 | Official leaderboard | |
| 6 | GLM-4-9B-Chat | 69.6 | Jun 2024 | Official leaderboard | |
| 7 | GPT-3.5 Turbo Jan 2024 | 65.4 | Jan 2024 | Official leaderboard | |
| 8 | Baichuan-2-13B-Chat-v2 | 62.7 | Oct 2024 | Official leaderboard | |
| 9 | Yi-1.5-6B-Chat | 62.2 | May 2024 | Official leaderboard | |
| 10 | Phi-3-mini-128k-instruct | 55.3 | Apr 2024 | Official leaderboard | |
| 11 | Gemma 7B | 51.3 | Feb 2024 | Official leaderboard |
2 models have held number one on the official leaderboard since its release in October 2023
Lab claims count from the day the card came out, independent runs from the model’s release.
Source: Official SuperCLUE-Agent leaderboard
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Source: Official SuperCLUE-Agent leaderboard
No lab model card reports it yet
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark.
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