TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Methodology/Classification/ImageNet C-OOD (class-out-of-distribution)

Classification on ImageNet C-OOD (class-out-of-distribution)

Metric: Detection AUROC (severity 0) (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕Detection AUROC (severity 0)▼AugmentationsPaperDate↕Code
1ViT-L/32-384 with Max-logit0.9958NoA framework for benchmarking class-out-of-distri...2023-02-23Code
2ViT-L/32-384 with ODIN0.9955NoA framework for benchmarking class-out-of-distri...2023-02-23Code
3ViT-L/32-384 with Entropy0.9948NoA framework for benchmarking class-out-of-distri...2023-02-23Code
4ViT-L/32-384 with MC Dropout0.9947NoA framework for benchmarking class-out-of-distri...2023-02-23Code
5ViT-L/32-384 with Softmax0.9915NoA framework for benchmarking class-out-of-distri...2023-02-23Code