UTD-MHAD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Recognition | UTD-MHAD (cross-subject) | Accuracy96.27 | 36 | |
| Action Recognition | UTD-MHAD (val) | Accuracy94.5 | 19 | |
| Activity Recognition | UTD-MHAD | Accuracy22.8 | 18 | |
| Human Activity Recognition | UTD-MHAD 1 | Top-1 Accuracy0.9512 | 9 | |
| Action Recognition | UTD-MHAD | Accuracy95.58 | 8 | |
| Action Recognition | UTD-MHAD → MSRAction3DExt | Accuracy67.91 | 8 | |
| Human Activity Recognition | UTD-MHAD 5% labels | Accuracy75 | 7 | |
| Action Recognition | UTD-MHAD zero-shot | Top-1 Accuracy54.97 | 5 | |
| Human Activity Recognition | UTD-MHAD Full-Shot | Accuracy85.6 | 4 | |
| Human Activity Recognition | UTD-MHAD | Accuracy- | 0 | |
| Human Activity Recognition | UTD-MHAD Full-Shot (test) | Accuracy- | 0 |
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