EgoSAT - Short-Horizon Anticipation: leaderboard
Metric: Multiple-choice accuracy (%) on the next action a short time ahead; EgoSAT: streaming questions on Ego4D egocentric video answered online from the clips seen so far (strict prefix truncation at each query time); four options per question (the answer, two temporally adjacent hard negatives and one absurd negative), chance 25; higher is better. Source: arxiv.org. Saturation forecast: Around 2033. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 VL 72B Instruct | 43.06 |
| 2 | Qwen 2.5 VL 32B Instruct | 37.24 |
| 3 | Claude Sonnet 4 | 32.2 |
| 4 | Gemini 2.5 Pro | 29.92 |
| 5 | Qwen 2.5 VL 7B Instruct | 27.84 |
Interactive version: theaggregate.ai/benchmark?slug=egosat-short-horizon-anticipation · How It Works · Data refreshed daily, snapshot 2026-09-29.