| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Recognition | Something-Else few-shot | Action@1 Accuracy45.5 | 24 | |
| Action Recognition | Something-Else | Top-1 Accuracy74.5 | 22 | |
| Action Recognition | Something-Else 10-shot | Top-1 Acc45.5 | 13 | |
| Action Recognition | Something-Else 5-shot | Top 1 Acc37.1 | 13 | |
| Action Recognition | Something-Else (Compositional) | Top-1 Acc67.1 | 13 | |
| Compositional Action Recognition | Something-Else (compositional) | Top-1 Accuracy0.618 | 8 | |
| Relational Reasoning | Something-Else (Comp) | Top-1 Accuracy69.7 | 3 | |
| Relational Reasoning | Something-Else Base | Top-1 Accuracy0.871 | 3 |