EgoPro-Bench - Action: leaderboard
Metric: F1 (%; alert timing for scene events and human actions, 200 test videos; streaming frame-by-frame protocol with history, the model answers Attention or Silence at every frame sampled at 1 fps). Source: arxiv.org. Saturation forecast: Around September 2028. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 VL 4B Instruct | 52.24 |
| 2 | Qwen 3 VL 30B A3B Instruct | 49.47 |
| 3 | Qwen 3 VL 8B Instruct | 34.6 |
| 4 | Qwen 2.5 VL 72B Instruct | 33.72 |
| 5 | Qwen 2.5 VL 32B Instruct | 14.67 |
Interactive version: theaggregate.ai/benchmark?slug=egopro-bench-action · How It Works · Data refreshed daily, snapshot 2026-09-26.