Time Series Classification on PEMS (test)
100AccuracygRSF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| gRSF2020.06 | 100 | — | |
| SMTS2020.06 | 89.6 | — | |
| LPS2020.06 | 84.4 | — | |
| DTW2020.06 | 83.2 | — | |
| GP-SIG2019.06 | 82 | — | |
| FCN128-LS2T64Backbone=FCN, Backbone Filter size=128, Rank=642020.06 | 80.2 | — | |
| GP-KCONV1D2019.06 | 79.4 | — | |
| FCN64-LS2T64Backbone=FCN, Backbone Filter size=64, Rank=642020.06 | 78.8 | — | |
| RESNETBackbone=ResNet2020.06 | 78.7 | — | |
| GP-SIG-GRU2019.06 | 77.5 | — | |
| FCN128Backbone=FCN, Filter size=1282020.06 | 77.5 | — | |
| GP-GRU2019.06 | 76.9 | — | |
| GP-SIG-LSTM2019.06 | 76.3 | — | |
| ARKERNEL2020.06 | 75 | — | |
| GP-LSTM2019.06 | 74.5 | — | |
| LS2T64Rank=642020.06 | 72.5 | — | |
| GP-GRUH (hidden units)=32, D (signature depth)=02019.06 | — | 0.784 | |
| GP-KCONV1D2019.06 | — | 0.537 | |
| GP-LSTMH (hidden units)=32, D (signature depth)=12019.06 | — | 1.194 | |
| GP-SIG2019.06 | — | 0.52 | |
| GP-SIG-GRUH (hidden units)=8, D (signature depth)=12019.06 | — | 1.1 | |
| GP-SIG-LSTMH (hidden units)=32, D (signature depth)=02019.06 | — | 0.704 |