OmniCoT - Move: leaderboard
Metric: Accuracy (%) on Move questions (translational and rotation-translational movement simulation) with chain-of-thought prompting on OmniCoT-B (synthetic 360-degree equirectangular panoramas with three anchor objects given by coordinates and orientation); answers are object identities, visibility, directions or the closest angle option, exact match after normalization. Source: arxiv.org. Saturation forecast: Around 2029. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 42.71 |
| 2 | Seed 1.8 | 41.14 |
| 3 | Grok 4 | 37.04 |
| 4 | Qwen 2.5 VL 72B Instruct | 35.05 |
| 5 | ChatGPT 4o | 33.65 |
| 6 | Qwen 2.5 VL 32B Instruct | 31.99 |
| 7 | Gemini 3 Flash | 29.29 |
| 8 | GLM-4.5V | 28.6 |
| 9 | Qwen 3 VL 8B Instruct | 26.59 |
| 10 | Qwen 2.5 VL 7B Instruct | 24.33 |
Interactive version: theaggregate.ai/benchmark?slug=omnicot-move · How It Works · Data refreshed daily, snapshot 2026-09-29.