# Image Classification on CIFAR10 Split Source: [Image Classification on CIFAR10 Split]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:31.624Z Evaluation of Image Classification performance on the CIFAR10 Split dataset, reporting 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) | CIFAR10 Split | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 | | --- | --- | --- | --- | | ODDL-S | 52.69 | Not recorded | 68fa6da01e209131cea3af42 | | ODDL | 51.48 | Not recorded | 68fa6da01e209131cea3af42 | | Dynamic-OCM | 49.16 | Not recorded | 68fa6da01e209131cea3af42 | | CoPE | 48.92 | Not recorded | 68fa6da01e209131cea3af42 | | ER + GMED | 47.47 | Not recorded | 68fa6da01e209131cea3af42 | | CNDPM | 45.21 | Not recorded | 68fa6da01e209131cea3af42 | | MIR | 42.8 | Not recorded | 68fa6da01e209131cea3af42 | | reservoir | 42.48 | Not recorded | 68fa6da01e209131cea3af42 | | CoPE-CE | 39.73 | Not recorded | 68fa6da01e209131cea3af42 | | GSS | 38.45 | Not recorded | 68fa6da01e209131cea3af42 | | iCARL | 37.32 | Not recorded | 68fa6da01e209131cea3af42 | | ER + GMED | 34.84 | Not recorded | 68fa6da01e209131cea3af42 | | GEM | 24.13 | Not recorded | 68fa6da01e209131cea3af42 | | finetune | 18.55 | Not recorded | 68fa6da01e209131cea3af42 | ### ODDL-S Accuracy: 52.69. Result ID: 698faf923a6c314849fb1acc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ODDL Accuracy: 51.48. Result ID: 698faf923a6c314849fb1acb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dynamic-OCM Accuracy: 49.16. Result ID: 698faf923a6c314849fb1aca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CoPE Accuracy: 48.92. Result ID: 698faf923a6c314849fb1ac6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ER + GMED Accuracy: 47.47. Result ID: 698faf923a6c314849fb1ac8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"GMED†"}. This record does not assert independent reproduction. ### CNDPM Accuracy: 45.21. Result ID: 698faf923a6c314849fb1ac9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIR Accuracy: 42.8. Result ID: 698faf923a6c314849fb1ac3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### reservoir Accuracy: 42.48. Result ID: 698faf923a6c314849fb1ac2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CoPE-CE Accuracy: 39.73. Result ID: 698faf923a6c314849fb1ac5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSS Accuracy: 38.45. Result ID: 698faf923a6c314849fb1ac4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### iCARL Accuracy: 37.32. Result ID: 698faf923a6c314849fb1ac1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ER + GMED Accuracy: 34.84. Result ID: 698faf923a6c314849fb1ac7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"GMED+"}. This record does not assert independent reproduction. ### GEM Accuracy: 24.13. Result ID: 698faf923a6c314849fb1ac0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### finetune Accuracy: 18.55. Result ID: 698faf923a6c314849fb1abf. [Reporting paper]() [Method origin 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.