Video Temporal Grounding on Charades-STA (IID)
68.47Recall@0.5EaTR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EaTRSetting=Fully2026.07 | 68.47 | — | 44.92 | — | |
| MGSL-NetSetting=Fully2026.07 | 63.98 | — | 41.03 | — | |
| EMBSetting=Fully2026.07 | 58.33 | 72.5 | 39.25 | 53.09 | |
| Huang et al.Setting=Weakly2026.07 | 52.18 | 69.16 | 23.94 | 45.2 | |
| DARTSetting=Zero-shot2026.07 | 52.04 | 70.98 | 29.45 | 48.93 | |
| TFVTGSetting=Zero-shot2026.07 | 49.97 | 67.04 | 24.32 | 44.51 | |
| CPLSetting=Weakly2026.07 | 49.24 | 66.4 | 22.39 | — | |
| TAGSetting=Zero-shot2026.07 | 48.58 | 67.82 | 26.67 | 45.69 | |
| VTG-GPTSetting=Zero-shot2026.07 | 43.68 | 59.48 | 25.94 | 39.81 | |
| Luo et al.Setting=Zero-shot2026.07 | 42.93 | 56.77 | 20.13 | 37.92 | |
| SPLSetting=Unsup.2026.07 | 40.7 | 60.73 | 19.62 | 40.47 | |
| 2D-TANSetting=Fully2026.07 | 39.81 | — | 23.25 | — | |
| GranAlignSetting=Zero-shot2026.07 | 39.6 | 59.1 | 22.7 | 38 | |
| VTIMECOTSetting=Zero-shot2026.07 | 38.79 | 66.96 | 20.83 | 43.41 | |
| Kim et al.Setting=Unsup.2026.07 | 37.24 | 52.95 | 19.33 | 36.05 | |
| CNMSetting=Weakly2026.07 | 35.43 | 60.39 | 15.45 | — | |
| CRMSetting=Weakly2026.07 | 34.76 | 53.66 | 16.37 | — | |
| VTimeLLM-13BSetting=Fully2026.07 | 34.3 | 55.3 | 14.7 | 34.6 | |
| PZVMRSetting=Unsup.2026.07 | 33.21 | 46.83 | 18.51 | 32.62 | |
| PSVLSetting=Unsup.2026.07 | 31.29 | 46.47 | 14.17 | 31.24 | |
| GroundingGPTSetting=Fully2026.07 | 29.6 | — | 11.9 | — | |
| Gao et al.Setting=Unsup.2026.07 | 20.14 | 46.69 | 8.27 | — | |
| VideoChatGPT-7BSetting=Zero-shot2026.07 | 7.7 | 20 | 1.7 | 13.7 | |
| VideoLLaMA-7BSetting=Zero-shot2026.07 | 3.8 | 10.4 | 0.9 | 7.1 | |
| VideoChat-7BSetting=Zero-shot2026.07 | 3.3 | 9 | 1.3 | 6.5 |