Regression on STS-B DIR (All)
0.892MSEVIR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VIRBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.892 | 0.776 | |
| RankSimBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.903 | 0.758 | |
| LDS + FDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.907 | 0.76 | |
| LDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.914 | 0.756 | |
| FDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.927 | 0.75 | |
| Infer NoiseBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.954 | 0.747 | |
| VAEBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.968 | 0.751 | |
| Deep EnsembleBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.972 | 0.746 | |
| VanillaBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.974 | 0.742 | |
| SMOGNBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.99 | 0.732 | |
| DERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.001 | 0.732 | |
| INVBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.005 | 0.728 | |
| LDS + FDS + DERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.007 | 0.729 | |
| SMOTERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.046 | 0.726 |