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Datasets/CIFAR10

CIFAR10

Benchmarks

Out-of-Distribution Detection/AUROCParameter Prediction/Classification Accuracy (BN-free)Parameter Prediction/Classification Accuracy (Deep)Parameter Prediction/Classification Accuracy (Dense)Parameter Prediction/Classification Accuracy (ID-test)Parameter Prediction/Classification Accuracy (ResNet-50)Parameter Prediction/Classification Accuracy (ViT)Parameter Prediction/Classification Accuracy (Wide)Quantization/CIFAR-10 W4A4 Top-1 AccuracyQuantization/CIFAR-10 W5A5 Top-1 AccuracyQuantization/CIFAR-10 W6A6 Top-1 AccuracyQuantization/CIFAR-10 W8A8 Top-1 AccuracyRepresentation Learning/Accuracy (%)

Related Benchmarks

CIFAR10 (10,000)/Active Learning/AccuracyCIFAR10 (10,000)/Optical Character Recognition (OCR)/AccuracyCIFAR10 100k/Classification/Accuracy (%)CIFAR10 100k/Graph Classification/Accuracy (%)CIFAR10-DVS/Event data classification/AccuracyCIFAR10-DVS/Object Recognition/Accuracy (% )CIFAR100 (alpha=0.3, 10 clients per round)/Federated Learning/Average Top-1 AccuracyCIFAR100 5-way (1-shot)/Few-Shot Image Classification/AccuracyCIFAR100 5-way (1-shot)/Image Classification/AccuracyCIFAR100-B0(10steps of 10 classes)/Incremental Learning/Average Incremental AccuracyCIFAR100-B0(50 tasks)-no-exemplars/Class Incremental Learning/Average Incremental AccuracyCIFAR100-B0(50 tasks)-no-exemplars/Continual Learning/Average Incremental AccuracyCIFAR100B020Step(5ClassesPerStep)/Incremental Learning/Average Incremental AccuracyCIFAR100B050S(2ClassesPerStep)/Incremental Learning/Average Incremental AccuracyCifar100 (10 tasks)/Continual Learning/Average AccuracyCifar100 (20 tasks)/Continual Learning/Average AccuracyCifar100 (20 tasks) - 1 epoch/Continual Learning/Average AccuracyCifar100-B0(10 tasks)-no-exemplars/Class Incremental Learning/Average Incremental AccuracyCifar100-B0(10 tasks)-no-exemplars/Continual Learning/Average Incremental AccuracyCifar100-B0(20 tasks)-no-exemplars/Class Incremental Learning/Average Incremental AccuracyCifar100-B0(20 tasks)-no-exemplars/Continual Learning/Average Incremental Accuracycifar10/Clustering Algorithms Evaluation/Clustering Accuracycifar10/Image Classification/Accuracycifar10/Image Clustering/online ACCcifar10/Image Clustering/online ARIcifar10/Image Clustering/online NMIcifar10/Novel Class Discovery/Clustering Accuracycifar10/Out-of-Distribution Detection/AUROCcifar10/Self-Supervised Learning/average top-1 classification accuracycifar10/Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly/AUC-ROCcifar10, 10 labels/Image Classification/% Test Accuracycifar10, 250 Labels/Image Classification/Percentage correctcifar10, 250 Labels/Semi-Supervised Image Classification/Percentage correctcifar100/Bayesian Inference/Accuracycifar100/Bayesian Inference/Expected Calibration Errorcifar100/Class Incremental Learning/10-stage average accuracycifar100/Class Incremental Learning/Average accuracy - 5 taskscifar100/Class Incremental Learning/average accuracy - 10 taskscifar100/Class Incremental Learning/average accuracy - 20 taskscifar100/Classification/Recall@1cifar100/Classification/Recall@10cifar100/Classification/Recall@2cifar100/Classification/Recall@5cifar100/Clustering Algorithms Evaluation/Clustering Accuracycifar100/Continual Learning/10-stage average accuracycifar100/Continual Learning/Average accuracy - 5 taskscifar100/Continual Learning/average accuracy - 10 taskscifar100/Continual Learning/average accuracy - 20 taskscifar100/Image Classification/1:1 Accuracycifar100/Novel Class Discovery/Clustering Accuracycifar100/Out-of-Distribution Detection/AUROCcifar100/Self-Supervised Learning/average top-1 classification accuracycifar100/class-incremental learning/10-stage average accuracy

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Papers
0
Benchmarks
13

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Tasks

Out-of-Distribution DetectionParameter PredictionQuantizationRepresentation Learning