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ResearchFormerly WizWand

Regression on STS-B-DIR Many-shot

0.795MSEVIR
0.78760.837550.88750.93745Jun 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
VIRBackbone=BiLSTM, Reweighting=SQINV2023.060.7950.752
LDS + FDSBackbone=BiLSTM, Reweighting=SQINV2023.060.8020.74
LDSBackbone=BiLSTM, Reweighting=SQINV2023.060.8190.734
VAEBackbone=BiLSTM, Reweighting=SQINV2023.060.8330.724
Deep EnsembleBackbone=BiLSTM, Reweighting=SQINV2023.060.8460.723
VanillaBackbone=BiLSTM, Reweighting=SQINV2023.060.8510.72
FDSBackbone=BiLSTM, Reweighting=SQINV2023.060.8510.724
LDS + FDS + DERBackbone=BiLSTM, Reweighting=SQINV2023.060.880.714
INVBackbone=BiLSTM, Reweighting=SQINV2023.060.8940.703
SMOGNBackbone=BiLSTM, Reweighting=SQINV2023.060.8960.704
RankSimBackbone=BiLSTM, Reweighting=SQINV2023.060.9080.706
DERBackbone=BiLSTM, Reweighting=SQINV2023.060.9120.711
SMOTERBackbone=BiLSTM, Reweighting=SQINV2023.060.9240.693
Infer NoiseBackbone=BiLSTM, Reweighting=SQINV2023.060.980.711