Video Temporal Grounding on Charades-STA (R1 Metrics)
63.2Recall@1 (IoU=0.5)OmniVTG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OmniVTGmode=zero-shot2026.04 | 63.2 | 78.3 | 37 | |
| Time-R1mode=zero-shot2026.04 | 60.8 | 78.1 | 35.3 | |
| UniTimemode=zero-shot2026.04 | 59.1 | — | 31.9 | |
| Qwen2.5-VL-7Bmode=zero-shot2026.04 | 53.6 | 72.5 | 28.5 | |
| VideoChat-Flashmode=zero-shot2026.04 | 53.1 | 74.5 | 27.6 | |
| TimeSuitemode=zero-shot2026.04 | 48.7 | 69.9 | 24 | |
| TRACEmode=zero-shot2026.04 | 40.3 | — | 19.4 | |
| ChatVTGmode=zero-shot2026.04 | 33 | 52.7 | 15.9 | |
| TimeChatmode=zero-shot2026.04 | 32.2 | — | 13.4 | |
| HawkEyemode=zero-shot2026.04 | 31.4 | 50.6 | 14.5 | |
| VTimeLLMmode=zero-shot2026.04 | 27.5 | 51 | 11.4 |