# Digit Classification on Shuffled MNIST (val) Source: [Digit Classification on Shuffled MNIST (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:18.411Z Evaluation of Digit Classification performance on the validation split of the Shuffled MNIST dataset, measured using Kendall's tau. 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 | Digit Classification | | Dataset (including any stated split) | Shuffled MNIST (val) | | Metric | Accuracy (Kendall's tau) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 (Kendall's tau)](): Higher is better; unit: SCALAR. - [Validation Accuracy](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy (Kendall's tau) | Result date | Report paper | | --- | --- | --- | --- | | Mean Entropy | 1 | Not recorded | 68fa5b661e209131ce9c7f5b | | Mean MI | 1 | Not recorded | 68fa5b661e209131ce9c7f5b | | Frobenius-Norm | 1 | Not recorded | 68fa5b661e209131ce9c7f5b | | Path-Norm | 1 | Not recorded | 68fa5b661e209131ce9c7f5b | | 2-Norm | 0.8 | Not recorded | 68fa5b661e209131ce9c7f5b | ### Mean Entropy Accuracy (Kendall's tau): 1. Result ID: 698c61ee37894ef7d9cdfcfe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Mean MI Accuracy (Kendall's tau): 1. Result ID: 698c61ee37894ef7d9cdfcff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Frobenius-Norm Accuracy (Kendall's tau): 1. Result ID: 698c61ee37894ef7d9cdfd01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Path-Norm Accuracy (Kendall's tau): 1. Result ID: 698c61ee37894ef7d9cdfd02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 2-Norm Accuracy (Kendall's tau): 0.8. Result ID: 698c61ee37894ef7d9cdfd00. [Reporting paper]() [Method origin paper]() 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.