# Image Classification on MNIST S1→S2 Source: [Image Classification on MNIST S1→S2]() Collection index: [llms.txt]() Data updated: 2026-06-02T09:24:48.922Z Evaluation of Image Classification performance on the MNIST S1→S2 dataset split or variant. 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 S1→S2 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 | | --- | --- | --- | --- | | S2PLR | 94.3 | Not recorded | 6a1e638bdbd7150506f851b3 | | GraphCTA | 94.1 | Not recorded | 6a1e638bdbd7150506f851b3 | | GALA | 93.9 | Not recorded | 6a1e638bdbd7150506f851b3 | | GraphATA | 93.3 | Not recorded | 6a1e638bdbd7150506f851b3 | | NVC\_LLN | 93.2 | Not recorded | 6a1e638bdbd7150506f851b3 | | SOGA | 93.2 | Not recorded | 6a1e638bdbd7150506f851b3 | | SF(DA)2 | 93.1 | Not recorded | 6a1e638bdbd7150506f851b3 | | Ucon SFDA | 92.9 | Not recorded | 6a1e638bdbd7150506f851b3 | | SFDA LLN | 92.7 | Not recorded | 6a1e638bdbd7150506f851b3 | | CIN | 86.5 | Not recorded | 6a1e638bdbd7150506f851b3 | | GIN | 83.2 | Not recorded | 6a1e638bdbd7150506f851b3 | | GCN | 81.5 | Not recorded | 6a1e638bdbd7150506f851b3 | | GMT | 80.9 | Not recorded | 6a1e638bdbd7150506f851b3 | | PathNN | 79.9 | Not recorded | 6a1e638bdbd7150506f851b3 | | WL subtree | 18 | Not recorded | 6a1e638bdbd7150506f851b3 | ### S2PLR Accuracy: 94.3. Result ID: 6a1ea14dfbc373592c1909d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### GraphCTA Accuracy: 94.1. Result ID: 6a1ea14dfbc373592c1909d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### GALA Accuracy: 93.9. Result ID: 6a1ea14dfbc373592c1909d6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### GraphATA Accuracy: 93.3. Result ID: 6a1ea14dfbc373592c1909d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### NVC\_LLN Accuracy: 93.2. Result ID: 6a1ea14dfbc373592c1909d2. [Reporting paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### SOGA Accuracy: 93.2. Result ID: 6a1ea14dfbc373592c1909d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### SF(DA)2 Accuracy: 93.1. Result ID: 6a1ea14dfbc373592c1909d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### Ucon SFDA Accuracy: 92.9. Result ID: 6a1ea14dfbc373592c1909d3. [Reporting paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### SFDA LLN Accuracy: 92.7. Result ID: 6a1ea14dfbc373592c1909d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### CIN Accuracy: 86.5. Result ID: 6a1ea14dfbc373592c1909ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### GIN Accuracy: 83.2. Result ID: 6a1ea14dfbc373592c1909cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### GCN Accuracy: 81.5. Result ID: 6a1ea14dfbc373592c1909cb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### GMT Accuracy: 80.9. Result ID: 6a1ea14dfbc373592c1909cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### PathNN Accuracy: 79.9. Result ID: 6a1ea14dfbc373592c1909cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### WL subtree Accuracy: 18. Result ID: 6a1ea14dfbc373592c1909ca. [Reporting paper]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.