# Image Classification on MNIST MDCII Order-I Source: [Image Classification on MNIST MDCII Order-I]() Collection index: [llms.txt]() Data updated: 2026-05-26T12:01:57.898Z Evaluation of Image Classification performance on the MNIST MDCII Order-I dataset, reporting Transfer, Average, and Last 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 | Image Classification | | Dataset (including any stated split) | MNIST MDCII Order-I | | Metric | Transfer Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Transfer Accuracy](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. - [Last Epoch Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Transfer Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CMAP | 94 | Not recorded | 6a15294bdbd7150506f7e1d8 | | IAP | 89.7 | Not recorded | 6a15294bdbd7150506f7e1d8 | | MoE-Adapter | 89.1 | Not recorded | 6a15294bdbd7150506f7e1d8 | | DIKI | 88.4 | Not recorded | 6a15294bdbd7150506f7e1d8 | | ZSCL | 86.8 | Not recorded | 6a15294bdbd7150506f7e1d8 | | S-Prompts | 78.9 | Not recorded | 6a15294bdbd7150506f7e1d8 | | DualPrompt | 77.7 | Not recorded | 6a15294bdbd7150506f7e1d8 | | L2P | 77.5 | Not recorded | 6a15294bdbd7150506f7e1d8 | | iCaRL | 77.4 | Not recorded | 6a15294bdbd7150506f7e1d8 | | LwF-VR | 76.7 | Not recorded | 6a15294bdbd7150506f7e1d8 | | WiSE-FT | 69.3 | Not recorded | 6a15294bdbd7150506f7e1d8 | | LwF | 60.6 | Not recorded | 6a15294bdbd7150506f7e1d8 | | Continual-FT | 44.1 | Not recorded | 6a15294bdbd7150506f7e1d8 | ### CMAP Transfer Accuracy: 94. Result ID: 6a158baffbc373592c0e251e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IAP Transfer Accuracy: 89.7. Result ID: 6a158baffbc373592c0e251d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MoE-Adapter Transfer Accuracy: 89.1. Result ID: 6a158baffbc373592c0e251b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIKI Transfer Accuracy: 88.4. Result ID: 6a158baffbc373592c0e251c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ZSCL Transfer Accuracy: 86.8. Result ID: 6a158baffbc373592c0e2517. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### S-Prompts Transfer Accuracy: 78.9. Result ID: 6a158baffbc373592c0e251a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DualPrompt Transfer Accuracy: 77.7. Result ID: 6a158baffbc373592c0e2519. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### L2P Transfer Accuracy: 77.5. Result ID: 6a158baffbc373592c0e2518. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### iCaRL Transfer Accuracy: 77.4. Result ID: 6a158baffbc373592c0e2514. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LwF-VR Transfer Accuracy: 76.7. Result ID: 6a158baffbc373592c0e2515. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WiSE-FT Transfer Accuracy: 69.3. Result ID: 6a158baffbc373592c0e2516. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LwF Transfer Accuracy: 60.6. Result ID: 6a158baffbc373592c0e2513. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Continual-FT Transfer Accuracy: 44.1. Result ID: 6a158baffbc373592c0e2512. [Reporting 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.