Temporal Grounding on Ego4D Goalstep (test)
23.2R@1 (Th=0.3)DeCafNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeCafNetvariant=100%2025.05 | 23.2 | 19.4 | 51.38 | 44.17 | 34.54 | — | |
| DeCafNetvariant=50%2025.05 | 21.29 | 17.46 | 47.27 | 40.4 | 31.61 | — | |
| DeCafNetSaliency selection ratio=50%2025.05 | 21.29 | 17.46 | 47.27 | 40.4 | 31.61 | — | |
| RGNet2025.05 | 21.26 | 15.71 | 47.15 | 37.85 | 30.49 | — | |
| RGNet2025.05 | 21.26 | 15.71 | 47.15 | 37.85 | 30.49 | — | |
| DeCafNetvariant=30%2025.05 | 20.01 | 16.22 | 44.7 | 37.34 | 29.56 | — | |
| DeCafNetSaliency selection ratio=30%2025.05 | 20.01 | 16.22 | 44.7 | 37.34 | 29.56 | — | |
| SnAG2025.05 | 18.34 | 15.12 | 45.95 | 38.55 | 29.49 | — | |
| SnAG2025.05 | 18.34 | 15.12 | 45.95 | 38.55 | 29.49 | — | |
| VSLNet2025.05 | 11.7 | — | — | — | — | — | |
| VSLNet2025.05 | 11.7 | — | — | — | — | — | |
| DeCafNetShared Weights=false2026.04 | — | — | 47.27 | 40.4 | — | 43.84 | |
| UniversalVTGShared Weights=true2026.04 | — | — | 54.35 | 47.22 | — | 50.79 |