# Image Classification on CIFAR100 Snow Corruption (Severity 0-5) Source: [Image Classification on CIFAR100 Snow Corruption (Severity 0-5)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:26.766Z Evaluation of Image Classification performance on the CIFAR-100 dataset specifically corrupted by Snow noise, 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) | CIFAR100 Snow Corruption | | Metric | Accuracy (Severity 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 - [Accuracy (Severity 0)](): Higher is better; unit: PERCENT. - [Accuracy (Severity 1)](): Higher is better; unit: PERCENT. - [Accuracy (Severity 2)](): Higher is better; unit: PERCENT. - [Accuracy (Severity 3)](): Higher is better; unit: PERCENT. - [Accuracy (Severity 4)](): Higher is better; unit: PERCENT. - [Accuracy (Severity 5)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Severity 0) | Result date | Report paper | | --- | --- | --- | --- | | SharpDRO | 71.5 | Not recorded | 69535c9a53fdd5c36173db85 | | IRM | 69.3 | Not recorded | 69535c9a53fdd5c36173db85 | | GroupDRO | 68 | Not recorded | 69535c9a53fdd5c36173db85 | | ERM | 67.7 | Not recorded | 69535c9a53fdd5c36173db85 | | REx | 66.4 | Not recorded | 69535c9a53fdd5c36173db85 | ### SharpDRO Accuracy (Severity 0): 71.5. Result ID: 6999344b5698665ec49d5cad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"rho":0.05}. This record does not assert independent reproduction. ### IRM Accuracy (Severity 0): 69.3. Result ID: 6999344b5698665ec49d5caa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GroupDRO Accuracy (Severity 0): 68. Result ID: 6999344b5698665ec49d5cac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM Accuracy (Severity 0): 67.7. Result ID: 6999344b5698665ec49d5ca9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### REx Accuracy (Severity 0): 66.4. Result ID: 6999344b5698665ec49d5cab. [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.