# Continual Image Classification on Split-MNIST 5 tasks (test) Source: [Continual Image Classification on Split-MNIST 5 tasks (test)]() Collection index: [llms.txt]() Data updated: 2026-06-17T07:54:26.269Z Evaluation of Continual Image Classification performance on the test split of the 5-task configuration of Split-MNIST, reporting Accuracy (Acc) and Forgetting (Fgt). 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 | Continual Image Classification | | Dataset (including any stated split) | Split-MNIST 5 tasks (test) | | Metric | Accuracy | | Unit | PERCENT | | 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](): Higher is better; unit: PERCENT. - [Forgetting](): Lower is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LwF | 80.3 | Not recorded | 6a322a57d33dfb23e783ed6d | | Spectral Regularization | 77.9 | Not recorded | 6a322a57d33dfb23e783ed6d | | DER++ | 65.9 | Not recorded | 6a322a57d33dfb23e783ed6d | | Replay | 56.7 | Not recorded | 6a322a57d33dfb23e783ed6d | | SI | 22.2 | Not recorded | 6a322a57d33dfb23e783ed6d | | EWC | 19.8 | Not recorded | 6a322a57d33dfb23e783ed6d | | No reg | 19.7 | Not recorded | 6a322a57d33dfb23e783ed6d | ### LwF Accuracy: 80.3. Result ID: 6a3252b0fbc373592c2fa91d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"head\_type":"shared-head","architecture":"MLP"}. This record does not assert independent reproduction. ### Spectral Regularization Accuracy: 77.9. Result ID: 6a3252b0fbc373592c2fa91e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"head\_type":"shared-head","architecture":"MLP"}. This record does not assert independent reproduction. ### DER++ Accuracy: 65.9. Result ID: 6a3252b0fbc373592c2fa91c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"head\_type":"shared-head","architecture":"MLP"}. This record does not assert independent reproduction. ### Replay Accuracy: 56.7. Result ID: 6a3252b0fbc373592c2fa91b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"head\_type":"shared-head","architecture":"MLP"}. This record does not assert independent reproduction. ### SI Accuracy: 22.2. Result ID: 6a3252b0fbc373592c2fa91a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"head\_type":"shared-head","architecture":"MLP"}. This record does not assert independent reproduction. ### EWC Accuracy: 19.8. Result ID: 6a3252b0fbc373592c2fa919. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"head\_type":"shared-head","architecture":"MLP"}. This record does not assert independent reproduction. ### No reg Accuracy: 19.7. Result ID: 6a3252b0fbc373592c2fa918. [Reporting paper]() Recorded evaluation configuration: {"head\_type":"shared-head","architecture":"MLP"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.