Action Recognition on Breakfast Actions (train-test)
87.5Top-1 AccMoTIF
Evaluation Results
| Method | Links | |
|---|---|---|
| MoTIFBackbone=PE-G/142025.09 | 87.5 | |
| MoTIF-STBackbone=PE-G/142025.09 | 87.3 | |
| MoTIF-STBackbone=PE-L/142025.09 | 85.4 | |
| MoTIFBackbone=PE-L/142025.09 | 83.2 | |
| PE-G/14Evaluation Protocol=Global CBM, Backbone=G/142025.09 | 75.8 | |
| MoTIF-STBackbone=ViT-L/142025.09 | 72.6 | |
| PE-L/14Evaluation Protocol=Global CBM, Backbone=L/142025.09 | 72.4 | |
| MoTIFBackbone=ViT-L/142025.09 | 71 | |
| No frame left behindEvaluation Protocol=Non-interpretable2025.09 | 62 | |
| TSMEvaluation Protocol=Non-interpretable2025.09 | 59.1 | |
| CLIP-ViT-L/14Evaluation Protocol=Global CBM, Backbone=ViT-L/142025.09 | 57 | |
| MoTIFBackbone=RN/502025.09 | 55.1 | |
| MoTIFBackbone=ViT-B/322025.09 | 52.7 | |
| PE-G/14Evaluation Protocol=Zero-shot, Backbone=G/142025.09 | 47.4 | |
| PE-L/14Evaluation Protocol=Zero-shot, Backbone=L/142025.09 | 41.4 | |
| CLIP-ViT-B/32Evaluation Protocol=Global CBM, Backbone=ViT-B/322025.09 | 38.3 | |
| CLIP-RN/50Evaluation Protocol=Global CBM, Backbone=RN/502025.09 | 36.9 | |
| CLIP-ViT-L/14Evaluation Protocol=Zero-shot, Backbone=ViT-L/142025.09 | 31.1 | |
| CLIP-ViT-B/32Evaluation Protocol=Zero-shot, Backbone=ViT-B/322025.09 | 23.2 | |
| CLIP-RN/50Evaluation Protocol=Zero-shot, Backbone=RN/502025.09 | 18.6 |