# Image Classification on ImageNet30 Snow Corruption (Severity 0-5) Source: [Image Classification on ImageNet30 Snow Corruption (Severity 0-5)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:26.685Z Evaluation of Image Classification performance on the ImageNet30 dataset subjected to Snow corruption, reporting accuracy across six 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) | ImageNet30 Snow Corruption | | Metric | Accuracy (Severity 0) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 | 88.2 | Not recorded | 69535c9a53fdd5c36173db85 | | EIIL | 87.5 | Not recorded | 69535c9a53fdd5c36173db85 | | SharpDRO | 87.5 | Not recorded | 69535c9a53fdd5c36173db85 | | ERM | 86.7 | Not recorded | 69535c9a53fdd5c36173db85 | | GroupDRO | 86.7 | Not recorded | 69535c9a53fdd5c36173db85 | | JTT | 86 | Not recorded | 69535c9a53fdd5c36173db85 | | IRM | 85.6 | Not recorded | 69535c9a53fdd5c36173db85 | | REx | 85.4 | Not recorded | 69535c9a53fdd5c36173db85 | ### SharpDRO Accuracy (Severity 0): 88.2. Result ID: 6999344b5698665ec49d5cb2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"rho":0.05}. This record does not assert independent reproduction. ### EIIL Accuracy (Severity 0): 87.5. Result ID: 6999344b5698665ec49d5b3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Snow"}. This record does not assert independent reproduction. ### SharpDRO Accuracy (Severity 0): 87.5. Result ID: 6999344b5698665ec49d5b3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Snow"}. This record does not assert independent reproduction. ### ERM Accuracy (Severity 0): 86.7. Result ID: 6999344b5698665ec49d5cae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GroupDRO Accuracy (Severity 0): 86.7. Result ID: 6999344b5698665ec49d5cb1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JTT Accuracy (Severity 0): 86. Result ID: 6999344b5698665ec49d5b3c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Snow"}. This record does not assert independent reproduction. ### IRM Accuracy (Severity 0): 85.6. Result ID: 6999344b5698665ec49d5caf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### REx Accuracy (Severity 0): 85.4. Result ID: 6999344b5698665ec49d5cb0. [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.