Video Temporal Grounding on Ego4D NLQ
13.8Recall@1 (IoU=0.3)TaRO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TaROBase model=Qwen3-VL-8B-Instruct, Evaluation Protocol=Zero-shot2026.06 | 13.8 | 7.86 | 4.17 | |
| TaROBase model=Qwen2.5-VL-7B-Instruct, Evaluation Protocol=Zero-shot2026.06 | 8.19 | 4.55 | 1.93 | |
| Time-R1Base model=Qwen2.5-VL-7B-Instruct, Evaluation Protocol=Zero-shot2026.06 | 6.48 | 3.29 | 1.49 | |
| Qwen3-VL-8B-InstructBase model=Qwen3-VL-8B-Instruct, Evaluation Protocol=Zero-shot2026.06 | 5.1 | 2.94 | 1.52 | |
| VideoChat-R1.5Base model=Qwen2.5-VL-7B-Instruct, Evaluation Protocol=Zero-shot2026.06 | 3.84 | 1.78 | 0.86 |