Human Activity Recognition on MOD
96.65AccuracyFOCAL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FOCALEncoder=SW-T, Protocol=KNN2023.10 | 96.65 | 96.64 | |
| FOCALEncoder=DeepSense, Protocol=KNN2023.10 | 95.51 | 95.44 | |
| TNCEncoder=DeepSense, Protocol=KNN2023.10 | 94.98 | 95.08 | |
| MoCoEncoder=SW-T, Protocol=KNN2023.10 | 93.44 | 93.43 | |
| SimCLREncoder=SW-T, Protocol=KNN2023.10 | 90.22 | 90.21 | |
| CMCEncoder=DeepSense, Protocol=KNN2023.10 | 90.02 | 89.89 | |
| TSTCCEncoder=DeepSense, Protocol=KNN2023.10 | 86.07 | 86.15 | |
| TSTCCEncoder=SW-T, Protocol=KNN2023.10 | 86.07 | 86.13 | |
| GMCEncoder=DeepSense, Protocol=KNN2023.10 | 85.33 | 85.26 | |
| MoCoEncoder=DeepSense, Protocol=KNN2023.10 | 84.46 | 84.44 | |
| CosmoEncoder=DeepSense, Protocol=KNN2023.10 | 83.79 | 83.87 | |
| CMCEncoder=SW-T, Protocol=KNN2023.10 | 83.05 | 82.61 | |
| TNCEncoder=SW-T, Protocol=KNN2023.10 | 82.65 | 82.63 | |
| SimCLREncoder=DeepSense, Protocol=KNN2023.10 | 82.38 | 82.4 | |
| CocoaEncoder=DeepSense, Protocol=KNN2023.10 | 79.1 | 78.77 | |
| TS2VecEncoder=DeepSense, Protocol=KNN2023.10 | 69.66 | 68.75 | |
| MAEEncoder=DeepSense, Protocol=KNN2023.10 | 64.7 | 64.51 | |
| CocoaEncoder=SW-T, Protocol=KNN2023.10 | 59.41 | 57.93 | |
| TS2VecEncoder=SW-T, Protocol=KNN2023.10 | 58.47 | 57.18 | |
| GMCEncoder=SW-T, Protocol=KNN2023.10 | 53.18 | 51.8 | |
| MTSSEncoder=DeepSense, Protocol=KNN2023.10 | 34.43 | 32.49 | |
| MTSSEncoder=SW-T, Protocol=KNN2023.10 | 34.23 | 33.76 | |
| MAEEncoder=SW-T, Protocol=KNN2023.10 | 33.89 | 31.04 | |
| CosmoEncoder=SW-T, Protocol=KNN2023.10 | 27.86 | 26.21 |