Video Corpus Moment Retrieval on ActivityNet-FIG (test)
22.3Recall@1 (IoU=0.5)VideoSearch-R1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VideoSearch-R1Evaluation Protocol=RL-based policy2026.07 | 22.3 | 33.8 | 12.3 | |
| Qwen3-VL-2BEvaluation Protocol=Fine-tuned2026.07 | 19.2 | 29.1 | 11.4 | |
| Qwen3-VL-2BEvaluation Protocol=Zero-shot2026.07 | 10.1 | 17.2 | 5.8 | |
| SQuiDNetEvaluation Protocol=Default2026.07 | 4.7 | — | 2.1 | |
| CONQUEREvaluation Protocol=Default2026.07 | 3 | — | 1.6 |