Noun Recognition on Epic-Kitchens (EK) novel classes (unseen)
25.56Shared Class ScoreX-MIC+DINO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| X-MIC+DINOta (Temporal Attention)=true, Trained on=Ego4D (E4D)2024.03 | 25.56 | 20.52 | 22.76 | |
| X-MICta (Temporal Attention)=true, Trained on=Ego4D (E4D)2024.03 | 20.04 | 21.51 | 20.75 | |
| CoOpta (Temporal Attention)=false, Trained on=Ego4D (E4D)2024.03 | 16.86 | 16.02 | 16.43 | |
| CoCoOpta (Temporal Attention)=false, Trained on=Ego4D (E4D)2024.03 | 16.35 | 11.51 | 13.51 | |
| CLIP-Adapter*ta (Temporal Attention)=true, Trained on=Ego4D (E4D)2024.03 | 16.24 | 12.22 | 13.95 | |
| Vita-CLIPta (Temporal Attention)=true, Trained on=Ego4D (E4D)2024.03 | 15.84 | 6.15 | 8.86 | |
| A5ta (Temporal Attention)=true, Trained on=Ego4D (E4D)2024.03 | 15.25 | 5.24 | 7.8 | |
| CLIP-Adapterta (Temporal Attention)=false, Trained on=Ego4D (E4D)2024.03 | 12.46 | 5.99 | 8.09 | |
| ZS CLIPta (Temporal Attention)=false, Trained on=Ego4D (E4D)2024.03 | 10.38 | 13.58 | 11.77 |