Action Perception on EgoPro-Bench Action
88.86PrecisionProAct-Stream
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ProAct-StreamTraining Strategy=RL, Think Data usage=W/O Think2026.05 | 88.86 | 85.1 | 85.03 | 82.79 | 78.66 | |
| ProAct-StreamTraining Strategy=SFT2026.05 | 88.64 | 84.74 | 84.78 | 83 | 78.54 | |
| Qwen3VL-30B-A3B2026.05 | 84.99 | 42.36 | 49.47 | 75.21 | 38.91 | |
| ProAct-StreamTraining Strategy=RL, Think Data usage=W Think2026.05 | 82.93 | 81.52 | 79.66 | 80.04 | 72.92 | |
| Qwen3VL-4B2026.05 | 74.76 | 48.65 | 52.24 | 66.63 | 42.13 | |
| Qwen3VL-8b2026.05 | 72.9 | 28.85 | 34.6 | 66.4 | 26.72 | |
| Qwen2.5VL-72B2026.05 | 67.9 | 28.58 | 33.72 | 64.1 | 25.48 | |
| VideoChat-R1.52026.05 | 55.73 | 37.17 | 37.18 | 62.5 | 30.74 | |
| Qwen2.5VL-32B2026.05 | 45.53 | 11.17 | 14.67 | 59.58 | 10.52 | |
| Qwen2.5VL-7B2026.05 | 40.72 | 44.25 | 36.45 | 57.18 | 30.29 | |
| VideoRFT-7B2026.05 | 36.16 | 41.9 | 34.19 | 55.36 | 29.78 | |
| TimeChatOnline-7B2026.05 | 30.32 | 41.98 | 33.12 | 52.62 | 29.05 | |
| Qwen2.5vl-3B2026.05 | 6.31 | 5.88 | 4.73 | 50.86 | 4.06 |