| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-source Domain Generalization | HAC | Mean Accuracy71.1 | 24 | |
| Action Recognition | HAC | AURC54.33 | 11 | |
| Multimodal open-set test-time adaptation | HAC C -> H | Accuracy66.91 | 8 | |
| Multimodal open-set test-time adaptation | HAC C -> A | Accuracy67.88 | 8 | |
| Multimodal open-set test-time adaptation | HAC H -> C | Accuracy0.4632 | 8 | |
| Multimodal open-set test-time adaptation | HAC H -> A | Accuracy60.15 | 8 | |
| Out-of-Distribution Detection | HAC OOD | FPR@9554.89 | 6 | |
| Action Recognition | HAC (test) | Accuracy (H to A)66.67 | 4 |