50Salads
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Temporal Action Segmentation | 50Salads | Accuracy90.3 | 117 | |
| Action Segmentation | 50Salads | Edit Distance24.8 | 114 | |
| Dense anticipation mean over classes | 50salads (test) | Mean Error (10%)25.5 | 22 | |
| Action Segmentation | 50Salads mid granularity | MoF67.5 | 19 | |
| Action Segmentation | 50Salads (test) | F1@1089.1 | 16 | |
| Action Segmentation | 50Salads | F1@100.843 | 8 | |
| Online action recognition | 50Salads (test) | Accuracy55.4 | 7 | |
| Next Action Anticipation | 50Salads (test) | Accuracy63.8 | 6 | |
| Temporal action segmentation | 50Salads (5-split cross-val) | MoF88.9 | 5 | |
| Action Segmentation | 50Salads (avg) | Mof54.7 | 5 | |
| Unsupervised Action Segmentation | 50Salads (eval) | MoF60.6 | 4 | |
| Long-term Action Anticipation | 50Salads alpha=0.3 | Anticipation Score (alpha=0.01)42.2 | 3 | |
| Long-term Action Anticipation | 50Salads alpha=0.2 | Anticipation Score (alpha=0.2) @ Horizon 0.0151.16 | 3 | |
| Action alignment | 50Salads (test) | MoF69.8 | 2 | |
| Action Alignment | 50Salads | Mof68 | 1 |
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