Noun Recognition on Ego4D (E4D) novel classes (unseen)
19.66Shared Class ScoreX-MIC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| X-MICta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 19.66 | 12.24 | 15.09 | |
| X-MIC+DINOta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 18.91 | 10.67 | 13.65 | |
| CoCoOpta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 17.31 | 11.46 | 13.79 | |
| CoOpta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 15.77 | 10.11 | 12.32 | |
| CLIP-Adapter*ta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 14.67 | 7.68 | 10.08 | |
| Vita-CLIPta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 14.6 | 9.76 | 11.69 | |
| A5ta (Temporal Attention)=true, Trained on=Epic-Kitchens (EK)2024.03 | 13.54 | 5.71 | 8.03 | |
| ZS CLIPta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 11.38 | 10.49 | 10.92 | |
| CLIP-Adapterta (Temporal Attention)=false, Trained on=Epic-Kitchens (EK)2024.03 | 8.72 | 7.42 | 8.02 |