# Image Classification on M(EMNIST-10, F-EMNIST) Source: [Image Classification on M(EMNIST-10, F-EMNIST)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:06.932Z Evaluation of Image Classification performance on the M(EMNIST-10, F-EMNIST) dataset configuration. 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) | M(EMNIST-10, F-EMNIST) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 | | --- | --- | --- | --- | | ONE | 94.37 | Not recorded | 68fa6b7f1e209131cea2e9bc | | HAT | 93.37 | Not recorded | 68fa6b7f1e209131cea2e9bc | | PRO | 92.89 | Not recorded | 68fa6b7f1e209131cea2e9bc | | CAT | 92.87 | Not recorded | 68fa6b7f1e209131cea2e9bc | | PathNet | 91.63 | Not recorded | 68fa6b7f1e209131cea2e9bc | | UCL | 91.61 | Not recorded | 68fa6b7f1e209131cea2e9bc | | EWC | 91.57 | Not recorded | 68fa6b7f1e209131cea2e9bc | | NCL | 91.56 | Not recorded | 68fa6b7f1e209131cea2e9bc | | RPSNet | 89.45 | Not recorded | 68fa6b7f1e209131cea2e9bc | | HYP | 83.29 | Not recorded | 68fa6b7f1e209131cea2e9bc | | HYP-R | 72.54 | Not recorded | 68fa6b7f1e209131cea2e9bc | ### ONE Accuracy: 94.37. Result ID: 698e90afffc3901de09eb264. [Reporting paper]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### HAT Accuracy: 93.37. Result ID: 698e90afffc3901de09eb26c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### PRO Accuracy: 92.89. Result ID: 698e90afffc3901de09eb269. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### CAT Accuracy: 92.87. Result ID: 698e90afffc3901de09eb26d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### PathNet Accuracy: 91.63. Result ID: 698e90afffc3901de09eb26a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### UCL Accuracy: 91.61. Result ID: 698e90afffc3901de09eb266. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### EWC Accuracy: 91.57. Result ID: 698e90afffc3901de09eb265. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### NCL Accuracy: 91.56. Result ID: 698e90afffc3901de09eb263. [Reporting paper]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### RPSNet Accuracy: 89.45. Result ID: 698e90afffc3901de09eb26b. [Reporting paper]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### HYP Accuracy: 83.29. Result ID: 698e90afffc3901de09eb267. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. ### HYP-R Accuracy: 72.54. Result ID: 698e90afffc3901de09eb268. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Network Architecture":"2-layer fully connected network","Random Task Sequences":5}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.