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ResearchFormerly WizWand

Semi-supervised Image Classification on CIFAR100-LT (test)

0.613AccuracyFixMatch + LA w/ ProCo
0.236520.334260.4320.52974Mar 11, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FixMatch + LA w/ ProCogamma=10, N1=150, M1=3002024.030.613
FixMatch + LA w/ DASOgamma=10, N1=150, M1=3002024.030.606
FixMatch w/ ProCogamma=10, N1=150, M1=3002024.030.602
FixMatch + LA w/ DARPgamma=10, N1=150, M1=3002024.030.599
FixMatch w/ DASOgamma=10, N1=150, M1=3002024.030.592
FixMatch + LAgamma=10, N1=150, M1=3002024.030.586
FixMatch w/ DARPgamma=10, N1=150, M1=3002024.030.581
FixMatch w/ CReST+gamma=10, N1=150, M1=3002024.030.574
FixMatch + LA w/ CReST+gamma=10, N1=150, M1=3002024.030.571
FixMatchgamma=10, N1=150, M1=3002024.030.565
FixMatch + LA w/ ProCogamma=20, N1=150, M1=3002024.030.559
FixMatch + LA w/ DASOgamma=20, N1=150, M1=3002024.030.551
FixMatch w/ ProCogamma=20, N1=150, M1=3002024.030.548
FixMatch + LA w/ DARPgamma=20, N1=150, M1=3002024.030.538
FixMatch + LAgamma=20, N1=150, M1=3002024.030.534
FixMatch w/ DASOgamma=20, N1=150, M1=3002024.030.529
FixMatch + LA w/ CReST+gamma=20, N1=150, M1=3002024.030.523
FixMatch w/ DARPgamma=20, N1=150, M1=3002024.030.522
FixMatch w/ CReST+gamma=20, N1=150, M1=3002024.030.521
FixMatch + LA w/ ProCogamma=10, N1=50, M1=4002024.030.521
FixMatch w/ ProCogamma=10, N1=50, M1=4002024.030.509
FixMatchgamma=20, N1=150, M1=3002024.030.507
FixMatch + LA w/ DASOgamma=10, N1=50, M1=4002024.030.507
FixMatch + LA w/ DARPgamma=10, N1=50, M1=4002024.030.505
FixMatch w/ DASOgamma=10, N1=50, M1=4002024.030.498
FixMatch w/ DARPgamma=10, N1=50, M1=4002024.030.494
Supervised w/ LAgamma=10, N1=150, M1=3002024.030.487
FixMatch + LAgamma=10, N1=50, M1=4002024.030.473
Supervisedgamma=10, N1=150, M1=3002024.030.469
FixMatch + LA w/ ProCogamma=20, N1=50, M1=4002024.030.469
FixMatchgamma=10, N1=50, M1=4002024.030.452
FixMatch w/ ProCogamma=20, N1=50, M1=4002024.030.448
FixMatch w/ CReST+gamma=10, N1=50, M1=4002024.030.445
FixMatch + LA w/ DARPgamma=20, N1=50, M1=4002024.030.444
Supervised w/ LAgamma=20, N1=150, M1=3002024.030.441
FixMatch + LA w/ DASOgamma=20, N1=50, M1=4002024.030.441
FixMatch + LA w/ CReST+gamma=10, N1=50, M1=4002024.030.44
FixMatch w/ DASOgamma=20, N1=50, M1=4002024.030.436
FixMatch w/ DARPgamma=20, N1=50, M1=4002024.030.434
FixMatch + LAgamma=20, N1=50, M1=4002024.030.414
Supervisedgamma=20, N1=150, M1=3002024.030.412
FixMatch + LA w/ CReST+gamma=20, N1=50, M1=4002024.030.406
FixMatch w/ CReST+gamma=20, N1=50, M1=4002024.030.401
FixMatchgamma=20, N1=50, M1=4002024.030.4
Supervised w/ LAgamma=10, N1=50, M1=4002024.030.302
Supervisedgamma=10, N1=50, M1=4002024.030.296
Supervised w/ LAgamma=20, N1=50, M1=4002024.030.265
Supervisedgamma=20, N1=50, M1=4002024.030.251