Moment Retrieval on TACoS
43.1mIoUObject-Centric Framework
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Object-Centric FrameworkFrame-level branch=false2025.12 | 43.1 | — | — | 58.5 | 47.7 | 34.1 | — | |
| Object-Centric FrameworkFrame-level branch=true2025.12 | 41.9 | — | — | 56.3 | 45.2 | 33.6 | — | |
| BAM-DETR2025.12 | 39.3 | — | — | 56.7 | 41.5 | 26.8 | — | |
| UniVTG2025.12 | 38.6 | — | — | 56.1 | 43.4 | 24.3 | — | |
| SnAG2025.12 | 38.6 | — | — | 50.9 | 41.2 | 30.9 | — | |
| CG-DETR2025.12 | 37.4 | — | — | 54.4 | 39.5 | 23.4 | — | |
| LLMEPET2025.12 | 36.6 | — | — | 52.7 | — | 22.8 | — | |
| LLM-EPETVideo features=Slowfast and CLIP2024.07 | 36.55 | 52.73 | 22.78 | — | — | — | — | |
| CG-DETRVideo features=Slowfast and CLIP2024.07 | 36.48 | 52.23 | 22.23 | — | — | — | — | |
| R2-Tuning2025.12 | 35.9 | — | — | 49.7 | 38.7 | 25.1 | — | |
| UniVTGVideo features=Slowfast and CLIP2024.07 | 33.6 | 51.44 | 17.35 | — | — | — | — | |
| 2D-TANVideo features=Slowfast and CLIP2024.07 | 27.22 | 40.01 | 12.92 | — | — | — | — | |
| Moment-DETRVideo features=Slowfast and CLIP2024.07 | 25.49 | 37.97 | 11.97 | — | — | — | — | |
| VSLNetVideo features=Slowfast and CLIP2024.07 | 24.99 | 35.54 | 13.15 | — | — | — | — | |
| 2D TAN2026.05 | — | — | 12.82 | — | — | — | 27.99 | |
| CoSTL2026.05 | — | — | 25.69 | — | — | — | 39.21 | |
| M-DETR2026.05 | — | — | 11.97 | — | — | — | 24.64 | |
| MMRG2025.12 | — | — | — | 57.8 | 39.3 | — | — | |
| R2-tuning2026.05 | — | — | 25.12 | — | — | — | 38.72 | |
| UniVTG2026.05 | — | — | 17.35 | — | — | — | 34.97 | |
| UVCOM2025.12 | — | — | — | — | 36.4 | 23.3 | — | |
| UVCOM2026.05 | — | — | 23.32 | — | — | — | 36.39 |