EgoPro-Bench - Object: leaderboard
Metric: F1 (%; alert timing for the appearance of target objects, 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 December 2026. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 VL 72B Instruct | 84.01 |
| 2 | Qwen 3 VL 4B Instruct | 75.01 |
| 3 | Qwen 3 VL 30B A3B Instruct | 62.28 |
| 4 | Qwen 2.5 VL 32B Instruct | 52.97 |
| 5 | Qwen 3 VL 8B Instruct | 49.35 |
Interactive version: theaggregate.ai/benchmark?slug=egopro-bench-object · How It Works · Data refreshed daily, snapshot 2026-09-26.