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ResearchFormerly WizWand

5-way Classification on ChestX BSCD-FSL

39.48Average AccuracyUniSiam
22.68427.044531.40535.7655Jul 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
UniSiamShots=502022.0739.48
UniSiamShots=202022.0734.58
BYOLShots=502022.0734.17
DeepCluster-v2Shots=502022.0734.17
SWAVShots=502022.0733.86
SimCLR-v2Shots=502022.0733.23
SimCLR-v1Shots=502022.0733.16
SeLa-v2Shots=502022.0732.81
MoCo-v1Shots=502022.0732.74
SupervisedShots=502022.0732.34
MoCo-v2Shots=502022.0732.2
InsDisShots=502022.0731.77
InfoMinShots=502022.0731.58
DeepCluster-v2Shots=202022.0731.51
PIRLShots=502022.0731.44
SWAVShots=202022.0730.91
SimCLR-v2Shots=202022.0730.9
SimCLR-v1Shots=202022.0730.82
BYOLShots=202022.0730.71
PCL-v2Shots=502022.0730.56
SeLa-v2Shots=202022.0730.43
MoCo-v1Shots=202022.0730
PIRLShots=202022.0729.48
InfoMinShots=202022.0729.48
MoCo-v2Shots=202022.0729.43
SupervisedShots=202022.0729.26
InsDisShots=202022.0729.13
PCL-v2Shots=202022.0728.28
UniSiamShots=52022.0728.18
PCL-v1Shots=502022.0727.4
SWAVShots=52022.0726.54
DeepCluster-v2Shots=52022.0726.51
BYOLShots=52022.0726.39
SimCLR-v1Shots=52022.0726.36
SimCLR-v2Shots=52022.0726.34
MoCo-v1Shots=52022.0725.92
MoCo-v2Shots=52022.0725.78
InsDisShots=52022.0725.67
PIRLShots=52022.0725.6
InfoMinShots=52022.0725.6
PCL-v1Shots=202022.0725.54
SeLa-v2Shots=52022.0725.26
SupervisedShots=52022.0725.22
PCL-v2Shots=52022.0724.87
PCL-v1Shots=52022.0723.33