Verb Recognition on Ego4D (novel classes (unseen))
24.29Shared ScoreA5
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| A5ta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 24.29 | 0.55 | 1.07 | |
| CLIP-Adapter*ta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 24.17 | 4.5 | 7.59 | |
| X-MICta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 23 | 7.16 | 10.92 | |
| X-MIC+DINOta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 20.55 | 6.48 | 9.85 | |
| CoOpta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 20.22 | 5.69 | 8.89 | |
| CLIP-Adapterta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 19.6 | 3 | 5.2 | |
| Vita-CLIPta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 16.46 | 6.58 | 9.4 | |
| CoCoOpta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 15.32 | 6.46 | 9.09 | |
| ZS CLIPta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 2.73 | 9.84 | 4.27 |