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최신 논문 태스크·평가 기법 데이터셋 기관

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Papers with Code · CC BY-SA 4.0

Out-of-Distribution Detection

269 평가 기록 53 datasets

Detect out-of-distribution or anomalous examples.

개요 전체 데이터셋 논문·평가 기록 하위 태스크

데이터셋

53개

ImageNet-1k vs Textures ImageNet-1k vs iNaturalist ImageNet-1k vs Places ImageNet-1k vs SUN ImageNet-1k vs Curated OODs (avg.)CIFAR-10 vs CIFAR-100 CIFAR-100 vs CIFAR-10 CIFAR-10 ImageNet-1k vs OpenImage-O STL-10 CIFAR-100 vs SVHN ImageNet-1k vs NINCO ADE-OoD CIFAR-100 MS-1M vs. IJB-C CIFAR-10 vs SVHN ImageNet dogs vs ImageNet non-dogs ImageNet-1K vs ImageNet-O 20 Newsgroups CIFAR-10 vs Gaussian CIFAR-10 vs ImageNet (C)CIFAR-10 vs ImageNet (R)CIFAR-10 vs LSUN (C)CIFAR-10 vs LSUN (R)CIFAR-10 vs Uniform CIFAR-10 vs iSUN CIFAR-100 vs Gaussian CIFAR-100 vs ImageNet (C)CIFAR-100 vs ImageNet (R)CIFAR-100 vs LSUN (C)

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