Video Temporal Grounding on ActivityNet Captions (IID)
58.18Recall@0.5EaTR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EaTRSetting=Fully2026.07 | 58.18 | — | 37.64 | — | |
| MGSL-NetSetting=Fully2026.07 | 51.87 | — | 31.42 | — | |
| EMBSetting=Fully2026.07 | 44.81 | 64.13 | 26.07 | 45.59 | |
| 2D-TANSetting=Fully2026.07 | 44.05 | 58.75 | 27.38 | — | |
| Huang et al.Setting=Weakly2026.07 | 36.91 | 58.07 | — | 41.02 | |
| GranAlignSetting=Zero-shot2026.07 | 34 | 50.3 | 16.5 | 33.1 | |
| CNMSetting=Weakly2026.07 | 33.33 | 55.68 | — | — | |
| Kim et al.Setting=Unsup.2026.07 | 32.59 | 47.61 | 15.42 | 31.85 | |
| CRMSetting=Weakly2026.07 | 32.19 | 55.26 | — | — | |
| DARTSetting=Zero-shot2026.07 | 32.14 | 54.9 | 18.11 | 39.89 | |
| CPLSetting=Weakly2026.07 | 31.37 | 55.73 | — | — | |
| PZVMRSetting=Unsup.2026.07 | 31.26 | 45.73 | 17.84 | 30.35 | |
| PSVLSetting=Unsup.2026.07 | 30.08 | 44.74 | 14.74 | 29.62 | |
| VTimeLLM-13BSetting=Fully2026.07 | 29.5 | 44.8 | 14.2 | 31.4 | |
| TAGSetting=Zero-shot2026.07 | 28.91 | 51.88 | 15.07 | 36.55 | |
| VTG-GPTSetting=Zero-shot2026.07 | 28.25 | 47.13 | 12.84 | 30.49 | |
| Luo et al.Setting=Zero-shot2026.07 | 27.9 | 48.28 | 11.57 | 32.37 | |
| SPLSetting=Unsup.2026.07 | 27.24 | 50.24 | 15.03 | 35.44 | |
| TFVTGSetting=Zero-shot2026.07 | 27.02 | 49.34 | 13.39 | 34.1 | |
| Gao et al.Setting=Unsup.2026.07 | 26.38 | 46.15 | 11.64 | — | |
| VideoChatGPT-7BSetting=Zero-shot2026.07 | 13.6 | 26.4 | 6.1 | 18.9 | |
| VideoChat-7BSetting=Zero-shot2026.07 | 3.7 | 8.8 | 1.5 | 7.2 | |
| VideoLLaMA-7BSetting=Zero-shot2026.07 | 2.1 | 6.9 | 0.8 | 6.5 |