# Joint contribution evaluation on MNIST (test) Source: [Joint contribution evaluation on MNIST (test)]() Collection index: [llms.txt]() Data updated: 2026-06-02T08:26:16.583Z Evaluation of joint contribution analysis on the test split of the MNIST dataset, typically measured using correlation metrics. 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 | Joint contribution evaluation | | Dataset (including any stated split) | MNIST (test) | | Metric | Pearson Correlation | | Unit | SCALAR | | 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 - [Pearson Correlation](): Higher is better; unit: SCALAR. ## Recorded results | Method | Pearson Correlation | Result date | Report paper | | --- | --- | --- | --- | | NRM | 0.947 | Not recorded | 6a1e63c1dbd7150506f85377 | | LRP | 0.4568 | Not recorded | 6a1e63c1dbd7150506f85377 | | NRM | 0.4468 | Not recorded | 6a1e63c1dbd7150506f85377 | | Occ. | 0.196 | Not recorded | 6a1e63c1dbd7150506f85377 | | Act. | 0.1513 | Not recorded | 6a1e63c1dbd7150506f85377 | | LRP | 0.0103 | Not recorded | 6a1e63c1dbd7150506f85377 | | Occ. | 0.0084 | Not recorded | 6a1e63c1dbd7150506f85377 | | Act. | 0.0063 | Not recorded | 6a1e63c1dbd7150506f85377 | ### NRM Pearson Correlation: 0.947. Result ID: 6a1e9399fbc373592c18b321. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"2nd Order"}. This record does not assert independent reproduction. ### LRP Pearson Correlation: 0.4568. Result ID: 6a1e9399fbc373592c18b323. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"2nd Order"}. This record does not assert independent reproduction. ### NRM Pearson Correlation: 0.4468. Result ID: 6a1e9399fbc373592c18b322. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"3rd Order"}. This record does not assert independent reproduction. ### Occ. Pearson Correlation: 0.196. Result ID: 6a1e9399fbc373592c18b325. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"2nd Order"}. This record does not assert independent reproduction. ### Act. Pearson Correlation: 0.1513. Result ID: 6a1e9399fbc373592c18b327. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"2nd Order"}. This record does not assert independent reproduction. ### LRP Pearson Correlation: 0.0103. Result ID: 6a1e9399fbc373592c18b324. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"3rd Order"}. This record does not assert independent reproduction. ### Occ. Pearson Correlation: 0.0084. Result ID: 6a1e9399fbc373592c18b326. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"3rd Order"}. This record does not assert independent reproduction. ### Act. Pearson Correlation: 0.0063. Result ID: 6a1e9399fbc373592c18b328. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Joint relevance order":"3rd Order"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.