Speed Classification on MOD
69.6AccuracyFOCAL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FOCALEncoder=SW-T, Protocol=Linear Finetune2023.10 | 69.6 | 69.2 | 83.29 | |
| FOCALEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 66.47 | 66.82 | 82.34 | |
| GMCEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 62.5 | 62.32 | 79.17 | |
| MoCoEncoder=SW-T, Protocol=Linear Finetune2023.10 | 61.08 | 61.05 | 78.79 | |
| TNCEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 61.08 | 60.77 | 78.41 | |
| CMCEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 60.22 | 60.16 | 78.5 | |
| MoCoEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 57.67 | 56.55 | 77.94 | |
| CosmoEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 56.81 | 55.66 | 77.37 | |
| CocoaEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 56.25 | 55.8 | 76.28 | |
| SimCLREncoder=DeepSense, Protocol=Linear Finetune2023.10 | 55.96 | 54.38 | 77.51 | |
| SimCLREncoder=SW-T, Protocol=Linear Finetune2023.10 | 55.11 | 55.14 | 75.24 | |
| TS-TCCEncoder=SW-T, Protocol=Linear Finetune2023.10 | 52.84 | 52.3 | 73.11 | |
| TS-TCCEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 52.55 | 51.38 | 74.86 | |
| TS2VecEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 51.98 | 50.73 | 74.76 | |
| CMCEncoder=SW-T, Protocol=Linear Finetune2023.10 | 51.7 | 51.75 | 72.68 | |
| MAEEncoder=SW-T, Protocol=Linear Finetune2023.10 | 45.45 | 43.83 | 69.32 | |
| TS2VecEncoder=SW-T, Protocol=Linear Finetune2023.10 | 45.17 | 44.73 | 67.99 | |
| GMCEncoder=SW-T, Protocol=Linear Finetune2023.10 | 44.6 | 44.05 | 68.56 | |
| TNCEncoder=SW-T, Protocol=Linear Finetune2023.10 | 43.75 | 43.22 | 66.43 | |
| MAEEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 40.34 | 39.29 | 65.06 | |
| CocoaEncoder=SW-T, Protocol=Linear Finetune2023.10 | 40.05 | 36.18 | 68.51 | |
| MTSSEncoder=DeepSense, Protocol=Linear Finetune2023.10 | 40.05 | 34.82 | 68.56 | |
| MTSSEncoder=SW-T, Protocol=Linear Finetune2023.10 | 35.22 | 27.11 | 65.44 | |
| CosmoEncoder=SW-T, Protocol=Linear Finetune2023.10 | 29.26 | 27.79 | 54.59 |