TIDE Trajectory - FrozenLake - AUV: leaderboard
Metric: Area Under Variation (0-100). Source: arxiv.org. 17 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 75 |
| 2 | GPT-OSS-120B | 73.8 |
| 3 | DeepSeek V3.2 (Non-reasoning) | 73.1 |
| 4 | DeepSeek R1 | 72.6 |
| 5 | Gemini 2.5 Flash (Non-reasoning) | 70.7 |
| 6 | Phi-4 | 50.8 |
| 7 | GLM-4 32B (0414) | 49.9 |
| 8 | Phi-4 (Reasoning) | 48.8 |
| 9 | Llama 3.3 70B Instruct | 34.7 |
| 10 | Llama 3.1 8B Instruct | 8.4 |
| 11 | GLM-4 9B Chat | 7.2 |
Interactive version: theaggregate.ai/benchmark?slug=tide-trajectory-frozenlake-auv · How It Works · Data refreshed daily, snapshot 2026-09-19.