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ResearchFormerly WizWand

Regression on STS-B DIR (All)

0.892MSEVIR
0.885840.927420.9691.01058Jun 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
VIRBackbone=BiLSTM, Reweighting=SQINV2023.060.8920.776
RankSimBackbone=BiLSTM, Reweighting=SQINV2023.060.9030.758
LDS + FDSBackbone=BiLSTM, Reweighting=SQINV2023.060.9070.76
LDSBackbone=BiLSTM, Reweighting=SQINV2023.060.9140.756
FDSBackbone=BiLSTM, Reweighting=SQINV2023.060.9270.75
Infer NoiseBackbone=BiLSTM, Reweighting=SQINV2023.060.9540.747
VAEBackbone=BiLSTM, Reweighting=SQINV2023.060.9680.751
Deep EnsembleBackbone=BiLSTM, Reweighting=SQINV2023.060.9720.746
VanillaBackbone=BiLSTM, Reweighting=SQINV2023.060.9740.742
SMOGNBackbone=BiLSTM, Reweighting=SQINV2023.060.990.732
DERBackbone=BiLSTM, Reweighting=SQINV2023.061.0010.732
INVBackbone=BiLSTM, Reweighting=SQINV2023.061.0050.728
LDS + FDS + DERBackbone=BiLSTM, Reweighting=SQINV2023.061.0070.729
SMOTERBackbone=BiLSTM, Reweighting=SQINV2023.061.0460.726