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ResearchFormerly WizWand

Regression on STS-B-DIR Few-shot

0.781MSEVIR
0.765240.871620.9781.08438Jun 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
VIRBackbone=BiLSTM, Reweighting=SQINV2023.060.7810.845
RankSimBackbone=BiLSTM, Reweighting=SQINV2023.060.8040.827
LDS + FDSBackbone=BiLSTM, Reweighting=SQINV2023.060.9420.766
LDSBackbone=BiLSTM, Reweighting=SQINV2023.060.9550.762
Infer NoiseBackbone=BiLSTM, Reweighting=SQINV2023.060.9670.756
VanillaBackbone=BiLSTM, Reweighting=SQINV2023.060.9840.752
FDSBackbone=BiLSTM, Reweighting=SQINV2023.061.0120.742
Deep EnsembleBackbone=BiLSTM, Reweighting=SQINV2023.061.0320.75
INVBackbone=BiLSTM, Reweighting=SQINV2023.061.0460.732
DERBackbone=BiLSTM, Reweighting=SQINV2023.061.0550.742
LDS + FDS + DERBackbone=BiLSTM, Reweighting=SQINV2023.061.0860.731
VAEBackbone=BiLSTM, Reweighting=SQINV2023.061.1020.749
SMOTERBackbone=BiLSTM, Reweighting=SQINV2023.061.1540.706
SMOGNBackbone=BiLSTM, Reweighting=SQINV2023.061.1750.692