# Image Classification on CIFAR-10 C2→C0 Source: [Image Classification on CIFAR-10 C2→C0]() Collection index: [llms.txt]() Data updated: 2026-06-02T09:24:52.508Z Evaluation of Image Classification performance on the CIFAR-10 C2→C0 dataset variant, reporting standard Accuracy. 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) | CIFAR-10 C2→C0 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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 | 57.9 | Not recorded | 6a1e638bdbd7150506f851b3 | | GALA | 56.9 | Not recorded | 6a1e638bdbd7150506f851b3 | | SOGA | 56.8 | Not recorded | 6a1e638bdbd7150506f851b3 | | GraphCTA | 56.7 | Not recorded | 6a1e638bdbd7150506f851b3 | | Ucon SFDA | 54.4 | Not recorded | 6a1e638bdbd7150506f851b3 | | GraphATA | 54.4 | Not recorded | 6a1e638bdbd7150506f851b3 | | NVC\_LLN | 54.1 | Not recorded | 6a1e638bdbd7150506f851b3 | | SFDA LLN | 53.8 | Not recorded | 6a1e638bdbd7150506f851b3 | | SF(DA)2 | 53.3 | Not recorded | 6a1e638bdbd7150506f851b3 | | PathNN | 52.1 | Not recorded | 6a1e638bdbd7150506f851b3 | | CIN | 51.9 | Not recorded | 6a1e638bdbd7150506f851b3 | | GMT | 50 | Not recorded | 6a1e638bdbd7150506f851b3 | | GIN | 44.7 | Not recorded | 6a1e638bdbd7150506f851b3 | | GCN | 43 | Not recorded | 6a1e638bdbd7150506f851b3 | | DSBD | 34.66 | Not recorded | 69d33df67d0172140ec7366c | | TDSS | 33.45 | Not recorded | 69d33df67d0172140ec7366c | | StruRW | 33.15 | Not recorded | 69d33df67d0172140ec7366c | | LAD-GNN | 32.12 | Not recorded | 69d33df67d0172140ec7366c | | PA-BOTH | 31.44 | Not recorded | 69d33df67d0172140ec7366c | | TGS | 30.55 | Not recorded | 69d33df67d0172140ec7366c | | G-CRD | 29.45 | Not recorded | 69d33df67d0172140ec7366c | | AdaGMLP | 28.33 | Not recorded | 69d33df67d0172140ec7366c | | A2GNN | 27.66 | Not recorded | 69d33df67d0172140ec7366c | | MuGSI | 26.11 | Not recorded | 69d33df67d0172140ec7366c | | ClustGDD | 25.44 | Not recorded | 69d33df67d0172140ec7366c | | SGDA | 24.15 | Not recorded | 69d33df67d0172140ec7366c | | GAA | 23.55 | Not recorded | 69d33df67d0172140ec7366c | | WL subtree | 10 | Not recorded | 6a1e638bdbd7150506f851b3 | ### S2PLR Accuracy: 57.9. Result ID: 6a1ea14dfbc373592c190a23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### GALA Accuracy: 56.9. Result ID: 6a1ea14dfbc373592c190a21. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### SOGA Accuracy: 56.8. Result ID: 6a1ea14dfbc373592c190a1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### GraphCTA Accuracy: 56.7. Result ID: 6a1ea14dfbc373592c190a20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### Ucon SFDA Accuracy: 54.4. Result ID: 6a1ea14dfbc373592c190a1e. [Reporting paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### GraphATA Accuracy: 54.4. Result ID: 6a1ea14dfbc373592c190a22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### NVC\_LLN Accuracy: 54.1. Result ID: 6a1ea14dfbc373592c190a1d. [Reporting paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### SFDA LLN Accuracy: 53.8. Result ID: 6a1ea14dfbc373592c190a1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### SF(DA)2 Accuracy: 53.3. Result ID: 6a1ea14dfbc373592c190a1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation":"Source-free"}. This record does not assert independent reproduction. ### PathNN Accuracy: 52.1. Result ID: 6a1ea14dfbc373592c190a1a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### CIN Accuracy: 51.9. Result ID: 6a1ea14dfbc373592c190a19. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### GMT Accuracy: 50. Result ID: 6a1ea14dfbc373592c190a18. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### GIN Accuracy: 44.7. Result ID: 6a1ea14dfbc373592c190a17. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### GCN Accuracy: 43. Result ID: 6a1ea14dfbc373592c190a16. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Adaptation":"Source-only"}. This record does not assert independent reproduction. ### DSBD Accuracy: 34.66. Result ID: 69d375ea47f34ce924bb736c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TDSS Accuracy: 33.45. Result ID: 69d375ea47f34ce924bb736b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### StruRW Accuracy: 33.15. Result ID: 69d375ea47f34ce924bb7367. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LAD-GNN Accuracy: 32.12. Result ID: 69d375ea47f34ce924bb7363. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PA-BOTH Accuracy: 31.44. Result ID: 69d375ea47f34ce924bb7369. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TGS Accuracy: 30.55. Result ID: 69d375ea47f34ce924bb7362. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### G-CRD Accuracy: 29.45. Result ID: 69d375ea47f34ce924bb7360. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AdaGMLP Accuracy: 28.33. Result ID: 69d375ea47f34ce924bb7364. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### A2GNN Accuracy: 27.66. Result ID: 69d375ea47f34ce924bb7368. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MuGSI Accuracy: 26.11. Result ID: 69d375ea47f34ce924bb7361. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ClustGDD Accuracy: 25.44. Result ID: 69d375ea47f34ce924bb7365. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SGDA Accuracy: 24.15. Result ID: 69d375ea47f34ce924bb7366. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GAA Accuracy: 23.55. Result ID: 69d375ea47f34ce924bb736a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WL subtree Accuracy: 10. Result ID: 6a1ea14dfbc373592c190a15. [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.