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Semi Supervised Image Classification

Benchmark List

All benchmarks related to this task

imagenet-1-labeled-data

Best model: REACT (ViT-Large)

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imagenet-0-2-labeled-data

Best model: DebiasPL (ResNet-50)

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Best model: Res-CP

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imagenet-10-labeled-data

Best model: Meta Co-Training

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eurosat-20-labels

Best model: SimCLR-kmediods-PAWS

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cifar10-250-labels

Best model: ReMixMatch

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cifar-10-500-labels

Best model: MixMatch

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cifar-10-1000-labels

Best model: MixMatch

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cifar-10-2000-labels

Best model: MixMatch

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cifar-10-80-labels

Best model: SimCLR (CoMatch)

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cifar-10-10-labels

Best model: BOSS

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cifar-100-10000-labels

Best model: CCSSL(FixMatch)

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cifar-100-4000-labels

Best model: UPS (CNN-13)

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cifar-10-100-labels

Best model: SimCLR-kmediods-PAWS

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cifar-100-1000-labels

Best model: EnAET

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cifar-100-250-labels-imagenet-100-unlabeled

Best model: CCSSL

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cifar-10-400-labels-openset-6-4

Best model: UnMixMatch

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cifar-100-5000labels

Best model: EnAET

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cifar-10-40-labels

Best model: FreeMatch

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cifar-100-400-labels

Best model: SemiReward

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cifar-100-2500-labels

Best model: FlexMatch

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mini-imagenet-4000-labels

Best model: SimPLE

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mini-imagenet-10000-labels

Best model: FeatMatch

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mini-imagenet-1000-labels

Best model: MutexMatch

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Best model: EnAET

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stl-10-1000-labels

Best model: Semi-MMDC

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stl-10-5000-labels

Best model: MixMatch

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stl-10-40-labels

Best model: RelationMatch

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svhn-1000-labels

Best model: Meta Pseudo Labels (WRN-28-2)

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svhn-250-labels

Best model: EnAET

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Best model: ShrinkMatch

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svhn-500-labels

Best model: Triple-GAN-V2 (CNN-13)

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svhn-2000-labels

Best model: MixMatch

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svhn-4000-labels

Best model: MixMatch

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caltech-256-1024-labels

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imagenette-20-labels

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imagenette-100-labels

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eurosat-100-labels

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deepweeds-99-labels

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caltech-101-202-labels

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cifar-10-4000-labels

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cifar-10-20-labels

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cifar-100-5000-labels

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cifar-100-200-labels

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cifar-10-30-labels

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cifar-100-400-labels-imagenet-100-unlabeled

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cifar-100-10000-labels-imagenet-100-unlabeled

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cifar-10-250-labels-imagenet-100-unlabeled-1

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cifar-10-4000-labels-imagenet-100-unlabeled-1

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cifar-10-50-labels-openset-6-4

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cifar-10-100-labels-openset-6-4

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cifar-10-250-labels

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stl-10-1000-labels-imagenet-100-unlabeled-1

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svhn-250-labels-imagenet-100-unlabeled

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svhn-40-labels-imagenet-100-unlabeled

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svhn-1000-labels-imagenet-100-unlabeled

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