CLEM TextMapWorld SpecificRoom — leaderboard
Metric: Game Clemscore (%). Source: huggingface.co. 31 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 100 |
| 2 | Llama 3.1 70B Instruct | 100 |
| 3 | Claude Sonnet 4.5 | 100 |
| 4 | Kimi K2 (Thinking) | 100 |
| 5 | GLM-4.6 | 100 |
| 6 | GPT-5.2 (Medium) | 100 |
| 7 | Gemini 3 Flash | 100 |
| 8 | GPT-5.2 (High) | 100 |
| 9 | GLM-5 (Non-reasoning) | 100 |
| 10 | Claude Sonnet 4.5 (High) | 100 |
| 11 | Qwen 2.5 72B Instruct | 96.67 |
| 12 | DeepSeek V3.2 | 96.67 |
| 13 | Mistral Large 3 | 96.67 |
| 14 | GLM-4.7 | 96.67 |
| 15 | Qwen 3 Max | 96.67 |
Interactive version: theaggregate.ai/benchmark?slug=clem-textmapworld-specificroom · How the rankings work · Data refreshed daily, snapshot 2026-07-22.