# Image Classification on Permuted MNIST Source: [Image Classification on Permuted MNIST]() Collection index: [llms.txt]() Data updated: 2026-05-01T07:23:01.227Z Evaluation of standard Image Classification accuracy on the Permuted MNIST dataset. 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) | Permuted MNIST | | Metric | Accuracy | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | NORACL | 79.9 | Not recorded | 69f4338855a3c32af89fd0c8 | | NORACL | 79.4 | Not recorded | 69f4338855a3c32af89fd0c8 | | baseline | 76 | Not recorded | 69f4338855a3c32af89fd0c8 | | baseline | 73.3 | Not recorded | 69f4338855a3c32af89fd0c8 | | baseline | 60.3 | Not recorded | 69f4338855a3c32af89fd0c8 | | baseline | 56.5 | Not recorded | 69f4338855a3c32af89fd0c8 | | baseline | 44 | Not recorded | 69f4338855a3c32af89fd0c8 | | baseline | 41.9 | Not recorded | 69f4338855a3c32af89fd0c8 | ### NORACL Accuracy: 79.9. Result ID: 69f453b347f34ce924d9cfb2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"1L","Params":"47.6k ± 1.6"}. This record does not assert independent reproduction. ### NORACL Accuracy: 79.4. Result ID: 69f453b347f34ce924d9cfb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"2L","Params":"49.2k ± 3.2"}. This record does not assert independent reproduction. ### baseline Accuracy: 76. Result ID: 69f453b347f34ce924d9cfb1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"1L","Model Scale":"large","Params":"50.8k"}. This record does not assert independent reproduction. ### baseline Accuracy: 73.3. Result ID: 69f453b347f34ce924d9cfb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"2L","Model Scale":"large","Params":"54.9k"}. This record does not assert independent reproduction. ### baseline Accuracy: 60.3. Result ID: 69f453b347f34ce924d9cfb0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"1L","Model Scale":"medium","Params":"25.4k"}. This record does not assert independent reproduction. ### baseline Accuracy: 56.5. Result ID: 69f453b347f34ce924d9cfb4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"2L","Model Scale":"medium","Params":"26.4k"}. This record does not assert independent reproduction. ### baseline Accuracy: 44. Result ID: 69f453b347f34ce924d9cfaf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"1L","Model Scale":"small","Params":"12.7k"}. This record does not assert independent reproduction. ### baseline Accuracy: 41.9. Result ID: 69f453b347f34ce924d9cfb3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Depth":"2L","Model Scale":"small","Params":"12.9k"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.