Regression on STS-B-DIR Many-shot
0.795MSEVIR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VIRBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.795 | 0.752 | |
| LDS + FDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.802 | 0.74 | |
| LDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.819 | 0.734 | |
| VAEBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.833 | 0.724 | |
| Deep EnsembleBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.846 | 0.723 | |
| VanillaBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.851 | 0.72 | |
| FDSBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.851 | 0.724 | |
| LDS + FDS + DERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.88 | 0.714 | |
| INVBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.894 | 0.703 | |
| SMOGNBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.896 | 0.704 | |
| RankSimBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.908 | 0.706 | |
| DERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.912 | 0.711 | |
| SMOTERBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.924 | 0.693 | |
| Infer NoiseBackbone=BiLSTM, Reweighting=SQINV2023.06 | 0.98 | 0.711 |