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ResearchFormerly WizWand

Dataset Comparison on Isolet (test)

99.61Average Test AUCRuLSIF
46.0559.95573.8687.765Jul 2, 2021
Updated 8mo ago

Evaluation results

MethodLinks
RuLSIFNs=5, Fine-tuned=false2021.0799.61
Meta-learning for relative DRENs=52021.0799.6
MMDNs=52021.0799.43
Meta-learning for relative DRENs=42021.0799.37
Meta-learning for relative DRENs=32021.0799.23
RuLSIFNs=4, Fine-tuned=false2021.0799.01
MMDNs=42021.0798.96
Meta-learning for relative DRENs=Average2021.0798.56
Meta-learning for relative DRENs=22021.0798.32
MMDNs=32021.0797.79
RuLSIFNs=3, Fine-tuned=false2021.0797.22
uLSIFNs=52021.0796.77
uLSIFNs=42021.0796.54
Meta-learning for relative DRENs=12021.0796.28
MMDNs=22021.0794.57
RuLSIFNs=2, Fine-tuned=false2021.0794.28
uLSIFNs=32021.0794.27
D3RENs=5, Fine-tuned=false2021.0793.86
D3RENs=5, Fine-tuned=true2021.0792.74
D3RENs=4, Fine-tuned=false2021.0791.8
D3RENs=4, Fine-tuned=true2021.0791.12
uLSIFNs=22021.0789.7
D3RENs=3, Fine-tuned=false2021.0789.69
D3RENs=Average, Fine-tuned=false2021.0789
D3RENs=3, Fine-tuned=true2021.0788.39
D3RENs=Average, Fine-tuned=true2021.0788.3
D3RENs=2, Fine-tuned=false2021.0788.2
RuLSIFNs=Average, Fine-tuned=false2021.0788.07
MMDNs=Average2021.0787.77
D3RENs=2, Fine-tuned=true2021.0787.76
uLSIFNs=Average2021.0787.33
RuLSIFNs=3, Fine-tuned=true2021.0785.93
RuLSIFNs=4, Fine-tuned=true2021.0783.57
RuLSIFNs=5, Fine-tuned=true2021.0783.19
RuLSIFNs=Average, Fine-tuned=true2021.0782.76
RuLSIFNs=2, Fine-tuned=true2021.0781.62
D3RENs=1, Fine-tuned=true2021.0781.5
D3RENs=1, Fine-tuned=false2021.0781.48
RuLSIFNs=1, Fine-tuned=true2021.0779.5
uLSIFNs=12021.0759.38
RuLSIFNs=1, Fine-tuned=false2021.0750.18
MMDNs=12021.0748.11