# Image Classification on MNIST (ID Acc/ID Cov) Source: [Image Classification on MNIST (ID Acc/ID Cov)]() Collection index: [llms.txt]() Data updated: 2026-03-05T08:20:10.929Z Evaluation of Image Classification performance on the MNIST dataset, reporting Identification Accuracy (ID Acc) and Identification Coverage (ID Cov). 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) | MNIST | | Metric | ID Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [ID Accuracy](): Higher is better; unit: PERCENT. - [ID Coverage](): Higher is better; unit: PERCENT. ## Recorded results | Method | ID Accuracy | Result date | Report paper | | --- | --- | --- | --- | | EDL++ | 99.98 | Not recorded | 68fa792d1e209131cea7c6c2 | | C-EDL | 99.98 | Not recorded | 68fa792d1e209131cea7c6c2 | | EDL++ | 99.97 | Not recorded | 68fa792d1e209131cea7c6c2 | | C-EDL | 99.96 | Not recorded | 68fa792d1e209131cea7c6c2 | | MC-Dropout | 99.94 | Not recorded | 68fa792d1e209131cea7c6c2 | | Standard Network | 99.8 | Not recorded | 68fa792d1e209131cea7c6c2 | | ABNN | 99.78 | Not recorded | 68fa792d1e209131cea7c6c2 | | EMM | 99.55 | Not recorded | 68fa792d1e209131cea7c6c2 | | EDL-Head | 99.43 | Not recorded | 68fa792d1e209131cea7c6c2 | ### EDL++ ID Accuracy: 99.98. Result ID: 69a93ca86dbb7075b95295d8. [Reporting paper]() Recorded evaluation configuration: {"Inference Method":"MC"}. This record does not assert independent reproduction. ### C-EDL ID Accuracy: 99.98. Result ID: 69a93ca86dbb7075b95295d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Method":"MC"}. This record does not assert independent reproduction. ### EDL++ ID Accuracy: 99.97. Result ID: 69a93ca86dbb7075b95295da. [Reporting paper]() Recorded evaluation configuration: {"Inference Method":"Meta"}. This record does not assert independent reproduction. ### C-EDL ID Accuracy: 99.96. Result ID: 69a93ca86dbb7075b95295db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Method":"Meta"}. This record does not assert independent reproduction. ### MC-Dropout ID Accuracy: 99.94. Result ID: 69a93ca86dbb7075b95295d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Standard Network ID Accuracy: 99.8. Result ID: 69a93ca86dbb7075b95295d3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ABNN ID Accuracy: 99.78. Result ID: 69a93ca86dbb7075b95295d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMM ID Accuracy: 99.55. Result ID: 69a93ca86dbb7075b95295d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EDL-Head ID Accuracy: 99.43. Result ID: 69a93ca86dbb7075b95295d6. [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.