Regression on STS-B-DIR Few-shot
0.781MSEVIR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VIRBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.781 | 0.845 | |
| RankSimBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.804 | 0.827 | |
| LDS + FDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.942 | 0.766 | |
| LDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.955 | 0.762 | |
| Infer NoiseBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.967 | 0.756 | |
| VanillaBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.984 | 0.752 | |
| FDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.012 | 0.742 | |
| Deep EnsembleBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.032 | 0.75 | |
| INVBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.046 | 0.732 | |
| DERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.055 | 0.742 | |
| LDS + FDS + DERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.086 | 0.731 | |
| VAEBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.102 | 0.749 | |
| SMOTERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.154 | 0.706 | |
| SMOGNBackbone=BiLSTM, Reweighting=SQINV2023.06 | 1.175 | 0.692 |