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N-Caltech dataset and benchmarks · SOTA2 Research

Research Datasets

N-Caltech

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Classification

N-Caltech-101

87.6Top-1 Acc

24

Event-based camera denoising

N-Caltech101 BA noise 6%, Hot pixel noise 6%

96.3TPR

12

Image Classification

N-Caltech101 t = 6 (test)

77.24Accuracy

4

N-Caltech101

78.05Top-1 Acc

4

Few-Shot Class-Incremental Learning

N-Caltech101 eight 5-way 5-shot incremental tasks

45.68Average Accuracy

3

Popular tasks

Image Classification Few-Shot Class-Incremental Learning Recognition Event-based camera denoising

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