Video Temporal Grounding on Charades-STA (R@1 Metrics)
75.27R@1 (IoU=0.5)UniTime-7B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UniTime-7BShared Weights=true2026.04 | 75.27 | 56.85 | 66.06 | |
| UniversalVTGShared Weights=true2026.04 | 73.87 | 56.42 | 65.15 | |
| DeCafNetShared Weights=false2026.04 | 68.79 | 47.55 | 58.17 | |
| UniTime-2BShared Weights=true2026.04 | 65.38 | 42.18 | 53.78 | |
| ED-VTG-7BShared Weights=true2026.04 | 62.1 | 35 | 48.55 | |
| UnLoc-LShared Weights=false2026.04 | 60.8 | 38.4 | 49.6 | |
| Qwen2.5-VL-7BShared Weights=true2026.04 | 60.32 | 34.27 | 47.3 | |
| UniVTGShared Weights=true2026.04 | 60.19 | 38.55 | 49.37 | |
| BAM-DETRShared Weights=false2026.04 | 59.95 | 39.38 | 49.67 | |
| HawkEye-7BShared Weights=true2026.04 | 58.3 | 28.8 | 43.55 | |
| MASRAFeat.=VGG2026.05 | 57.52 | 38.46 | — | |
| 2D-TANShared Weights=false2026.04 | 56.64 | 36.21 | 46.43 | |
| TaskWeaveFeat.=VGG2026.05 | 56.51 | 33.66 | — | |
| RGTRFeat.=VGG2026.05 | 55.48 | 34.33 | — | |
| KDAFeat.=VGG2026.05 | 55.36 | 34.5 | — | |
| TR-DETRFeat.=VGG2026.05 | 53.47 | 30.81 | — | |
| QD-DETRFeat.=VGG2026.05 | 52.77 | 31.13 | — | |
| M-DETRShared Weights=false2026.04 | 52.07 | 30.59 | 41.33 | |
| MomentDiffFeat.=VGG2026.05 | 51.94 | 28.25 | — | |
| SnAGShared Weights=false2026.04 | 51.72 | 33.52 | 42.62 | |
| UMTFeat.=VGG2026.05 | 48.31 | 29.25 | — | |
| TimeChat-7BShared Weights=true2026.04 | 46.7 | 23.7 | 35.2 | |
| FVMRFeat.=VGG2026.05 | 42.36 | 24.14 | — | |
| 2D-TANFeat.=VGG2026.05 | 40.94 | 22.85 | — |