Temporal Grounding on Ego4D-NLQ (test)
22.21R@1 (IoU=0.3)DeCafNet-100%
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeCafNet-100%Pre-trained on NaQ=true, Computation budget=100%2025.05 | 22.21 | 15.52 | 45.63 | 33.93 | 29.32 | |
| DeCafNet-30%Pre-trained on NaQ=true, Computation budget=30%2025.05 | 21.13 | 15.04 | 42.42 | 31.22 | 27.45 | |
| DeCafNet-50%Pre-trained on NaQ=true, Computation budget=50%2025.05 | 20.81 | 15.04 | 42.4 | 31.68 | 27.48 | |
| RGNetPre-trained on NaQ=true2025.05 | 20.63 | 12.47 | 41.67 | 25.08 | 24.96 | |
| DeCafNet-100%Pre-trained on NaQ=false, Computation budget=100%2025.05 | 19.07 | 12.98 | 41.57 | 30.42 | 26.01 | |
| RGNetPre-trained on NaQ=false2025.05 | 18.28 | 12.04 | 34.02 | 22.89 | 21.81 | |
| RGNet2025.05 | 18.28 | 12.04 | 34.02 | 22.89 | 21.81 | |
| DeCafNet-50%Pre-trained on NaQ=false, Computation budget=50%2025.05 | 18.1 | 12.55 | 38.85 | 28.27 | 24.44 | |
| DeCafNetSaliency selection ratio=50%2025.05 | 18.1 | 12.55 | 38.85 | 28.27 | 24.44 | |
| DeCafNet-30%Pre-trained on NaQ=false, Computation budget=30%2025.05 | 18.07 | 12.41 | 37.68 | 27.47 | 23.91 | |
| DeCafNetSaliency selection ratio=30%2025.05 | 18.07 | 12.41 | 37.68 | 27.47 | 23.91 | |
| SnAGPre-trained on NaQ=false2025.05 | 15.87 | 11.26 | 38.26 | 27.16 | 23.14 | |
| SnAG2025.05 | 15.87 | 11.26 | 38.26 | 27.16 | 23.14 | |
| CONE2025.05 | 14.15 | 8.18 | 30.33 | 18.02 | 17.67 | |
| H-Hands2025.05 | 13.2 | 7.9 | 23.3 | 15.6 | 15 | |
| UniVTG2025.05 | 11.74 | 3.25 | 7.54 | 7.88 | 7.6 | |
| VSLNet2025.05 | 10.26 | 5.81 | 19.01 | 12.67 | 11.93 | |
| M-DETR2025.05 | 8.23 | 5.01 | 23.23 | 13.37 | 12.46 | |
| SOONet2025.05 | 8 | 3.76 | 22.4 | 11.09 | 11.31 | |
| 2D-TAN2025.05 | 5.04 | 2.02 | 12.89 | 5.88 | 6.46 |