# Image Classification on SUN397 MDCII Order-I Source: [Image Classification on SUN397 MDCII Order-I]() Collection index: [llms.txt]() Data updated: 2026-05-26T12:01:57.986Z Evaluation of Image Classification performance on the SUN397 dataset using the MDCII Order-I configuration, 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) | SUN397 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 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Transfer Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CMAP | 71.1 | Not recorded | 6a15294bdbd7150506f7e1d8 | | ZSCL | 66.8 | Not recorded | 6a15294bdbd7150506f7e1d8 | | DIKI | 65.6 | Not recorded | 6a15294bdbd7150506f7e1d8 | | MoE-Adapter | 65.5 | Not recorded | 6a15294bdbd7150506f7e1d8 | | IAP | 63.3 | Not recorded | 6a15294bdbd7150506f7e1d8 | | iCaRL | 60.5 | Not recorded | 6a15294bdbd7150506f7e1d8 | | LwF-VR | 58.6 | Not recorded | 6a15294bdbd7150506f7e1d8 | | LwF | 55.9 | Not recorded | 6a15294bdbd7150506f7e1d8 | | L2P | 53.4 | Not recorded | 6a15294bdbd7150506f7e1d8 | | S-Prompts | 52.2 | Not recorded | 6a15294bdbd7150506f7e1d8 | | WiSE-FT | 51.9 | Not recorded | 6a15294bdbd7150506f7e1d8 | | DualPrompt | 50.4 | Not recorded | 6a15294bdbd7150506f7e1d8 | | Continual-FT | 46.6 | Not recorded | 6a15294bdbd7150506f7e1d8 | ### CMAP Transfer Accuracy: 71.1. Result ID: 6a158baffbc373592c0e2545. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ZSCL Transfer Accuracy: 66.8. Result ID: 6a158baffbc373592c0e253e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIKI Transfer Accuracy: 65.6. Result ID: 6a158baffbc373592c0e2543. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MoE-Adapter Transfer Accuracy: 65.5. Result ID: 6a158baffbc373592c0e2542. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IAP Transfer Accuracy: 63.3. Result ID: 6a158baffbc373592c0e2544. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### iCaRL Transfer Accuracy: 60.5. Result ID: 6a158baffbc373592c0e253b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LwF-VR Transfer Accuracy: 58.6. Result ID: 6a158baffbc373592c0e253c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LwF Transfer Accuracy: 55.9. Result ID: 6a158baffbc373592c0e253a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### L2P Transfer Accuracy: 53.4. Result ID: 6a158baffbc373592c0e253f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### S-Prompts Transfer Accuracy: 52.2. Result ID: 6a158baffbc373592c0e2541. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WiSE-FT Transfer Accuracy: 51.9. Result ID: 6a158baffbc373592c0e253d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DualPrompt Transfer Accuracy: 50.4. Result ID: 6a158baffbc373592c0e2540. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Continual-FT Transfer Accuracy: 46.6. Result ID: 6a158baffbc373592c0e2539. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. 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