| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 50Salads | Accuracy90.3 | 112 | 16d ago | ||
| GTEA | LTContext | F1 Score @ 10% Threshold94.1 | 105 | 16d ago | |
| Breakfast | C2F-TCN | Accuracy76.1 | 102 | 16d ago | |
| MCFS-130 | LaDy | Accuracy72.8 | 29 | 23d ago | |
| LARa | Spectral Scalpel | Accuracy76.2 | 26 | 23d ago | |
| TCG-15 | LaDy | Accuracy89.3 | 25 | 23d ago | |
| 50 Salads granularity (Eval) | SSTDA | MoF83.8 | 24 | 1mo ago | |
| 50 Salads 65 | HybridTAS | F1@1092.8 | 22 | 1mo ago | |
| GTEA 23 | HybridTAS | F1@10%97 | 19 | 1mo ago | |
| Breakfast 40 | HybridTAS | F1@1082.8 | 19 | 1mo ago | |
| MCFS 22 | LaDy | Accuracy81.5 | 17 | 23d ago | |
| PKU-MMD X-view v2 | LaDy | Accuracy77 | 13 | 23d ago | |
| YouTube Instructional YTI (test) | ASOT | F1 Score35.1 | 11 | 1mo ago | |
| StrokeRehab IMU | MMTA | ES70.5 | 9 | 1mo ago | |
| StrokeRehab Video | MMTA | ES71.1 | 9 | 1mo ago | |
| Inria Instructional Videos | TW-FINCH | F1-Score0.519 | 8 | 1mo ago | |
| Breakfast (test) | ASRF | Accuracy67.6 | 8 | 1mo ago | |
| Breakfast | NN-Viterbi | Frame Accuracy43 | 6 | 1mo ago | |
| IKEA ASM (test) | HVQ | MOF51.2 | 5 | 1mo ago | |
| Breakfast (80:20) | HVQ | MOF44.2 | 5 | 1mo ago | |
| 50 Salads | NN-Viterbi | Frame Accuracy49.4 | 4 | 1mo ago | |
| RoboSubtask | RoboSubtaskNet | F1@10%94.6 | 3 | 1mo ago | |
| YouTube Instructional (YTI) | HybridTAS | F1@1058.1 | 2 | 1mo ago |
