Temporal Grounding on ANet-RTL
29.75mIoUVideo-Zero
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 42026.05 | 29.75 | 44.98 | 28.82 | 13.54 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=42026.05 | 29.75 | 44.98 | 28.82 | 13.54 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 52026.05 | 29.34 | 42.79 | 27.95 | 13.54 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=52026.05 | 29.34 | 42.79 | 27.95 | 13.54 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 32026.05 | 27.75 | 39.3 | 28.82 | 13.97 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=32026.05 | 27.75 | 39.3 | 28.82 | 13.97 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 42026.05 | 26.19 | 39.3 | 23.14 | 12.23 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=42026.05 | 26.19 | 39.3 | 24.45 | 12.23 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 12026.05 | 24.78 | 34.5 | 24.45 | 12.23 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=12026.05 | 24.78 | 34.5 | 24.45 | 12.23 | |
| V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 32026.05 | 24.7 | 34.5 | 22.71 | 12.23 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 32026.05 | 24.48 | 37.99 | 21.83 | 11.79 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=32026.05 | 24.48 | 37.99 | 21.83 | 11.79 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 22026.05 | 23.9 | 35.37 | 23.14 | 12.23 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=22026.05 | 23.9 | 35.37 | 23.14 | 12.23 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 22026.05 | 23.81 | 33.19 | 22.27 | 11.35 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=22026.05 | 23.81 | 33.19 | 22.27 | 11.35 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 52026.05 | 23.74 | 34.5 | 21.4 | 9.61 | |
| Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=52026.05 | 23.74 | 34.5 | 21.4 | 9.61 | |
| V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 12026.05 | 23.36 | 34.93 | 21.83 | 10.04 | |
| V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 22026.05 | 23.05 | 31.88 | 19.21 | 10.04 | |
| V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 52026.05 | 22.87 | 32.75 | 20.09 | 10.48 | |
| V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 42026.05 | 22.77 | 32.31 | 20.52 | 9.17 | |
| V-ZeroBackbone=Qwen3-VL-8B-Instruct2026.05 | 22.77 | 32.31 | 20.52 | 9.17 | |
| VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 22026.05 | 22.35 | 31.88 | 20.09 | 10.92 | |
| VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 12026.05 | 22.17 | 31 | 21.4 | 11.35 | |
| Base ModelBackbone=Qwen3-VL-8B-Instruct, Iteration=Base2026.05 | 21.95 | 30.57 | 21.83 | 10.04 | |
| VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 52026.05 | 21.95 | 32.31 | 19.21 | 9.61 | |
| Base ModelBackbone=Qwen3-VL-8B-Instruct2026.05 | 21.95 | 30.57 | 21.83 | 10.04 | |
| VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 42026.05 | 21.83 | 32.31 | 20.09 | 10.04 | |
| VisPlayBackbone=Qwen3-VL-8B-Instruct2026.05 | 21.83 | 32.31 | 20.09 | 10.04 | |
| VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=Iter 32026.05 | 21.21 | 31 | 18.34 | 9.17 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 12026.05 | 20.86 | 28.82 | 20.09 | 8.73 | |
| Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=12026.05 | 20.86 | 28.82 | 20.09 | 8.73 | |
| VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 52026.05 | 17.23 | 23.58 | 14.85 | 8.3 | |
| Base ModelBackbone=Qwen3-VL-4B-Instruct, Iteration=Base2026.05 | 16.86 | 22.7 | 15.72 | 8.73 | |
| Base ModelBackbone=Qwen3-VL-4B-Instruct2026.05 | 16.86 | 22.7 | 15.72 | 8.73 | |
| V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 52026.05 | 16.65 | 22.71 | 15.72 | 8.73 | |
| VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 42026.05 | 16.58 | 23.14 | 13.97 | 8.73 | |
| VisPlayBackbone=Qwen3-VL-4B-Instruct2026.05 | 16.58 | 23.14 | 13.97 | 8.73 | |
| VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 22026.05 | 16.44 | 22.27 | 14.85 | 8.3 | |
| V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 12026.05 | 16.43 | 23.14 | 14.41 | 8.73 | |
| VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 12026.05 | 16.29 | 24.02 | 14.85 | 7.42 | |
| V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 22026.05 | 16.19 | 22.27 | 13.97 | 8.73 | |
| V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 32026.05 | 15.88 | 22.27 | 13.54 | 7.86 | |
| V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 42026.05 | 15.85 | 20.96 | 13.97 | 8.3 | |
| V-ZeroBackbone=Qwen3-VL-4B-Instruct2026.05 | 15.85 | 20.96 | 13.97 | 8.3 | |
| VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=Iter 32026.05 | 15.34 | 21.83 | 13.54 | 7.42 |