# Image Classification on CIFAR10 Snow Corruption Source: [Image Classification on CIFAR10 Snow Corruption]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:26:52.126Z Evaluation of Image Classification performance on the CIFAR-10 dataset subjected to Snow corruption, reporting accuracy across six defined severity levels (0 through 5). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Image Classification | | Dataset (including any stated split) | CIFAR10 Snow Corruption | | Metric | Acc (Sev 0) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Acc (Sev 0)](): Higher is better; unit: PERCENT. - [Acc (Sev 1)](): Higher is better; unit: PERCENT. - [Acc (Sev 2)](): Higher is better; unit: PERCENT. - [Acc (Sev 3)](): Higher is better; unit: PERCENT. - [Acc (Sev 4)](): Higher is better; unit: PERCENT. - [Acc (Sev 5)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Acc (Sev 0) | Result date | Report paper | | --- | --- | --- | --- | | SharpDRO | 93.1 | Not recorded | 69535c9a53fdd5c36173db85 | | REx | 91.8 | Not recorded | 69535c9a53fdd5c36173db85 | | GroupDRO | 91.5 | Not recorded | 69535c9a53fdd5c36173db85 | | IRM | 91.1 | Not recorded | 69535c9a53fdd5c36173db85 | | ERM | 90.8 | Not recorded | 69535c9a53fdd5c36173db85 | ### SharpDRO Acc (Sev 0): 93.1. Result ID: 6999344b5698665ec49d5ca8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"rho":0.05}. This record does not assert independent reproduction. ### REx Acc (Sev 0): 91.8. Result ID: 6999344b5698665ec49d5ca6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GroupDRO Acc (Sev 0): 91.5. Result ID: 6999344b5698665ec49d5ca7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IRM Acc (Sev 0): 91.1. Result ID: 6999344b5698665ec49d5ca5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM Acc (Sev 0): 90.8. Result ID: 6999344b5698665ec49d5ca4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.