EgoCoT-Bench - Hand-Object Association: leaderboard
Metric: Answer accuracy (%, four-way multiple choice, strict exact match) of zero-shot MLLMs on egocentric manipulation videos of EgoCoT-Bench (351 clips, 3,172 human-verified questions built from spatio-temporal scene graphs), Hand-Object Association subtask (determine which hand interacts with which object); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.1 | 63.16 |
| 2 | GPT-5.2 | 62.28 |
| 3 | Qwen 3.5 Plus | 62.28 |
| 4 | Qwen 3.5 27B | 61.4 |
| 5 | Qwen 3.5 122B A10B | 61.4 |
| 6 | Qwen 3.5 397B A17B | 58.77 |
| 7 | Qwen 3 VL 235B A22B | 57.02 |
Interactive version: theaggregate.ai/benchmark?slug=egocot-bench-hand-object-association · How It Works · Data refreshed daily, snapshot 2026-10-07.