# Image Classification on CIFAR10 (test) (Run Statistics) Source: [Image Classification on CIFAR10 (test) (Run Statistics)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:52.599Z Evaluation of Image Classification performance on the CIFAR-10 test set, reporting summary statistics (mean, standard deviation, min, max, range) across multiple runs or samples. 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 (test) | | Metric | Mean Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Mean Accuracy](): Higher is better; unit: PERCENT. - [Std Dev Accuracy](): Lower is better; unit: SCALAR. - [Min Accuracy](): Higher is better; unit: PERCENT. - [Max Accuracy](): Higher is better; unit: PERCENT. - [Range Accuracy](): Lower is better; unit: PERCENT. ## Recorded results | Method | Mean Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MultiSOL | 82.05 | Not recorded | 692d214dd6b0dd3342931966 | | LDAM | 81.77 | Not recorded | 692d214dd6b0dd3342931966 | | CE | 80.77 | Not recorded | 692d214dd6b0dd3342931966 | | Square | 80.65 | Not recorded | 692d214dd6b0dd3342931966 | | IB | 78.29 | Not recorded | 692d214dd6b0dd3342931966 | | GAN | 78.06 | Not recorded | 692d214dd6b0dd3342931966 | ### MultiSOL Mean Accuracy: 82.05. Result ID: 6995e99c3badfaffe6f231b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":5}. This record does not assert independent reproduction. ### LDAM Mean Accuracy: 81.77. Result ID: 6995e99c3badfaffe6f231b4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"runs":5}. This record does not assert independent reproduction. ### CE Mean Accuracy: 80.77. Result ID: 6995e99c3badfaffe6f231b1. [Reporting paper]() Recorded evaluation configuration: {"runs":5}. This record does not assert independent reproduction. ### Square Mean Accuracy: 80.65. Result ID: 6995e99c3badfaffe6f231b6. [Reporting paper]() Recorded evaluation configuration: {"runs":5}. This record does not assert independent reproduction. ### IB Mean Accuracy: 78.29. Result ID: 6995e99c3badfaffe6f231b3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"runs":5}. This record does not assert independent reproduction. ### GAN Mean Accuracy: 78.06. Result ID: 6995e99c3badfaffe6f231b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"runs":5}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.