Hand Gesture Recognition on OpenWatch Clip-Level, k=3 (test)
90.3F1 ScoreMix-Token
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mix-TokenParams=223K, Data Augmentation=true2026.05 | 90.3 | 95.5 | 99.1 | |
| NormWear-Base-PPGParams=136M, Data Augmentation=false2026.05 | 76 | 84 | 49.4 | |
| Apple CNNParams=51K, Data Augmentation=true2026.05 | 75.6 | 87.9 | 94.9 | |
| NormWear-LoRAParams=136M, Data Augmentation=true2026.05 | 66 | 80.3 | 92.9 | |
| InceptionTimeParams=449K, Data Augmentation=true2026.05 | 62.4 | 83.8 | 72.4 | |
| NormWear-BaseParams=136M, Data Augmentation=false2026.05 | 62 | 69 | — | |
| NormWear-BaseParams=136M, Data Augmentation=true2026.05 | 56.5 | 78.8 | 75.9 | |
| HydraParams=74K, Data Augmentation=true2026.05 | 39.1 | 61.6 | 52.9 |