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Datasets/cifar100

cifar100

Benchmarks

Bayesian Inference/Accuracy Bayesian Inference/Expected Calibration Error Class Incremental Learning/10-stage average accuracy Class Incremental Learning/Average accuracy - 5 tasks Class Incremental Learning/average accuracy - 10 tasks Class Incremental Learning/average accuracy - 20 tasks Classification/Recall@1 Classification/Recall@2 Classification/Recall@5 Classification/Recall@10 Clustering Algorithms Evaluation/Clustering Accuracy Continual Learning/10-stage average accuracy Continual Learning/Average accuracy - 5 tasks Continual Learning/average accuracy - 10 tasks Continual Learning/average accuracy - 20 tasks Image Classification/1:1 Accuracy Novel Class Discovery/Clustering Accuracy Out-of-Distribution Detection/AUROC Self-Supervised Learning/average top-1 classification accuracy class-incremental learning/10-stage average accuracy

Related Benchmarks

CIFAR100 (alpha=0.3, 10 clients per round)/Federated Learning/Average Top-1 Accuracy CIFAR100 5-way (1-shot)/Few-Shot Image Classification/Accuracy CIFAR100 5-way (1-shot)/Image Classification/Accuracy CIFAR100-B0(10steps of 10 classes)/Incremental Learning/Average Incremental Accuracy CIFAR100-B0(50 tasks)-no-exemplars/Class Incremental Learning/Average Incremental Accuracy CIFAR100-B0(50 tasks)-no-exemplars/Continual Learning/Average Incremental Accuracy CIFAR100B020Step(5ClassesPerStep)/Incremental Learning/Average Incremental Accuracy CIFAR100B050S(2ClassesPerStep)/Incremental Learning/Average Incremental Accuracy Cifar100 (10 tasks)/Continual Learning/Average Accuracy Cifar100 (20 tasks)/Continual Learning/Average Accuracy Cifar100 (20 tasks) - 1 epoch/Continual Learning/Average Accuracy Cifar100-B0(10 tasks)-no-exemplars/Class Incremental Learning/Average Incremental Accuracy Cifar100-B0(10 tasks)-no-exemplars/Continual Learning/Average Incremental Accuracy Cifar100-B0(20 tasks)-no-exemplars/Class Incremental Learning/Average Incremental Accuracy Cifar100-B0(20 tasks)-no-exemplars/Continual Learning/Average Incremental Accuracy

Statistics

Papers: 0
Benchmarks: 20

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Tasks

Bayesian Inference Class Incremental Learning Classification Clustering Algorithms Evaluation Continual Learning Image Classification Novel Class Discovery Out-of-Distribution Detection Self-Supervised Learning class-incremental learning