Human Activity Recognition on ACIDS
92.47AccuracyFOCAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FOCALEncoder=DeepSense, Protocol=KNN2023.10 | 92.47 | 79.38 | |
| FOCALEncoder=SW-T, Protocol=KNN2023.10 | 88.26 | 76.43 | |
| SimCLREncoder=SW-T, Protocol=KNN2023.10 | 85.53 | 70.86 | |
| TSTCCEncoder=SW-T, Protocol=KNN2023.10 | 83.56 | 67 | |
| MoCoEncoder=SW-T, Protocol=KNN2023.10 | 83.11 | 69.43 | |
| TSTCCEncoder=DeepSense, Protocol=KNN2023.10 | 81.92 | 64.43 | |
| CosmoEncoder=DeepSense, Protocol=KNN2023.10 | 79.86 | 62.84 | |
| TNCEncoder=DeepSense, Protocol=KNN2023.10 | 78.13 | 62.03 | |
| TNCEncoder=SW-T, Protocol=KNN2023.10 | 77.95 | 67.25 | |
| MoCoEncoder=DeepSense, Protocol=KNN2023.10 | 77.35 | 59.57 | |
| GMCEncoder=SW-T, Protocol=KNN2023.10 | 75.89 | 61.5 | |
| CMCEncoder=DeepSense, Protocol=KNN2023.10 | 75.84 | 65.16 | |
| MAEEncoder=DeepSense, Protocol=KNN2023.10 | 74.57 | 56.1 | |
| GMCEncoder=DeepSense, Protocol=KNN2023.10 | 74.11 | 62.1 | |
| SimCLREncoder=DeepSense, Protocol=KNN2023.10 | 74.02 | 56.37 | |
| CMCEncoder=SW-T, Protocol=KNN2023.10 | 71.87 | 63.55 | |
| CocoaEncoder=DeepSense, Protocol=KNN2023.10 | 67.58 | 49.66 | |
| TS2VecEncoder=SW-T, Protocol=KNN2023.10 | 60.5 | 41.44 | |
| MAEEncoder=SW-T, Protocol=KNN2023.10 | 59.45 | 41.94 | |
| CosmoEncoder=SW-T, Protocol=KNN2023.10 | 57.9 | 45.73 | |
| TS2VecEncoder=DeepSense, Protocol=KNN2023.10 | 57.26 | 36.02 | |
| CocoaEncoder=SW-T, Protocol=KNN2023.10 | 53.11 | 42.61 | |
| MTSSEncoder=DeepSense, Protocol=KNN2023.10 | 43.33 | 24.17 | |
| MTSSEncoder=SW-T, Protocol=KNN2023.10 | 31.51 | 18.9 |