Video Moment Retrieval on ActivityNet-Captions (test)
56.31R1@0.5SMORE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SMOREVenue=–2026.01 | 56.31 | 36.34 | — | — | |
| LLaVA-MRVenue=–2026.01 | 55.16 | 35.68 | — | — | |
| ChronoVenue=–2026.01 | 53.92 | 35.55 | — | — | |
| UnLoc-LVenue=ICCV2026.01 | 48.3 | 30.2 | — | — | |
| DRNVenue=CVPR2026.01 | 45.45 | 24.36 | — | — | |
| NumPro-FTVenue=CVPR2026.01 | 37.5 | 20.6 | — | — | |
| NumPro2026.04 | 37.5 | 20.6 | 55.6 | 38.8 | |
| GroundVTS-QBackbone=Qwen2.5VL-7B2026.04 | 33.6 | 21.4 | 51.3 | 36 | |
| HawkEye2026.04 | 29.3 | 10.7 | 49.1 | 32.7 | |
| VTimeLLM2026.04 | 27.8 | 14.3 | 44 | 30.4 | |
| Momentor2026.04 | 26.6 | 11.6 | 42.6 | 28.5 | |
| Qwen2.5VL-7B-GBackbone=Qwen2.5VL-7B, Supervised fine-tuning=Grounding-FT2026.04 | 23.9 | 9.9 | 40.6 | 26.7 | |
| ChatVTG2026.04 | 22.5 | 9.4 | 40.7 | 27.2 | |
| GroundVTS-IBackbone=InternVL3.5-8B2026.04 | 22.4 | 10.3 | 37.9 | 25.7 | |
| InternVL3.5-8B-GBackbone=InternVL3.5-8B, Supervised fine-tuning=Grounding-FT2026.04 | 20.6 | 9 | 35.9 | 24.5 | |
| TimeChat2026.04 | 16.9 | 8.2 | 30.2 | 21.8 | |
| InternVL3.5-8BBackbone=InternVL3.5-8B2026.04 | 12 | 5.6 | 22.1 | 15.8 | |
| Qwen2.5VL-7BBackbone=Qwen2.5VL-7B2026.04 | 11.5 | 4.4 | 25.3 | 17.1 | |
| LLaVA-OVBackbone=LLaVA-OV2026.04 | 8.6 | 2.2 | 20.2 | 13.5 |