Time Series Classification on 16 TSC datasets (test)
99.8P(Pred > True)FCN_{128}
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FCN_{128}comparison_target=LS2T^2_{64}2020.06 | 99.8 | 0.2 | 0 | |
| RESNETcomparison_target=LS2T^2_{64}2020.06 | 99.8 | 0.2 | 0.1 | |
| MLSTMFCNcomparison_target=LS2T^2_{64}2020.06 | 91.6 | 4.3 | 4.1 | |
| GRSFcomparison_target=LS2T^2_{64}2020.06 | 48.1 | 1.1 | 50.8 | |
| MUSEcomparison_target=LS2T^2_{64}2020.06 | 40.5 | 12.8 | 46.7 | |
| FCN_{128}comparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 36.3 | 18.6 | 45.1 | |
| LPScomparison_target=LS2T^2_{64}2020.06 | 19.1 | 0.2 | 80.7 | |
| SMTScomparison_target=LS2T^2_{64}2020.06 | 18 | 0 | 82 | |
| FCN_{128}comparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 16.9 | 1.1 | 82 | |
| MLSTMFCNcomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 12.3 | 7.1 | 80.7 | |
| ARKERNELcomparison_target=LS2T^2_{64}2020.06 | 10 | 9.7 | 80.3 | |
| RESNETcomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 5.6 | 24 | 70.4 | |
| MLSTMFCNcomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 5.5 | 11 | 83.5 | |
| DTWcomparison_target=LS2T^2_{64}2020.06 | 3.3 | 0 | 96.7 | |
| GRSFcomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 2.8 | 1.3 | 96 | |
| GRSFcomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 2.2 | 1.3 | 96.5 | |
| FCN_{64}-LS2T^2_{64}comparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 2 | 38.7 | 59.3 | |
| RESNETcomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 1.6 | 4.8 | 93.5 | |
| LPScomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 1.2 | 0.1 | 98.7 | |
| MVARFcomparison_target=LS2T^2_{64}2020.06 | 1.1 | 14 | 84.9 | |
| SMTScomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 1 | 0 | 99 | |
| SMTScomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 0.8 | 0 | 99.2 | |
| LPScomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 0.6 | 0.1 | 99.3 | |
| DTWcomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 0.1 | 0 | 99.9 | |
| ARKERNELcomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 0.1 | 2.1 | 97.9 | |
| MUSEcomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 0.1 | 7.4 | 92.5 | |
| MUSEcomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 0.1 | 7.7 | 92.2 | |
| MVARFcomparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 0 | 12.6 | 87.4 | |
| MVARFcomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 0 | 8.8 | 91.2 | |
| DTWcomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 0 | 0 | 100 | |
| ARKERNELcomparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 0 | 1.5 | 98.5 | |
| LS2T^2_{64}comparison_target=FCN_{64}-LS2T^2_{64}2020.06 | 0 | 0.1 | 99.9 | |
| LS2T^2_{64}comparison_target=FCN_{128}-LS2T^2_{64}2020.06 | 0 | 0.1 | 99.9 |