# Image Classification on CIFAR-10 (Acc., RAC, rBDM) Source: [Image Classification on CIFAR-10 (Acc., RAC, rBDM)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:56.671Z Evaluation of Image Classification performance on the CIFAR-10 dataset, focusing on Accuracy (%), RAC, and rBDM 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) | CIFAR-10 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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. - [RAC](): Higher is better; unit: SCALAR. - [rBDM](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Baseline | 80.27 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 79.85 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 79.15 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 77.72 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 76.82 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 74.84 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 72.75 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 58.05 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 55.5 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 50.72 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 43.57 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 24.16 | Not recorded | 6993f6a89ebc499c97409fc1 | ### Baseline Accuracy: 80.27. Result ID: 699a9d375698665ec428f086. [Reporting paper]() Recorded evaluation configuration: {"Cap.":"100","Config.":"q = 32"}. This record does not assert independent reproduction. ### QAT Accuracy: 79.85. Result ID: 699a9d375698665ec428f087. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Cap.":"–","Config.":"q = 16"}. This record does not assert independent reproduction. ### QAT Accuracy: 79.15. Result ID: 699a9d375698665ec428f088. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Cap.":"–","Config.":"q = 8"}. This record does not assert independent reproduction. ### MoMos Accuracy: 77.72. Result ID: 699a9d375698665ec428f08a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"10","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 76.82. Result ID: 699a9d375698665ec428f08b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"5","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 74.84. Result ID: 699a9d375698665ec428f08c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"1","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 72.75. Result ID: 699a9d375698665ec428f08d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"0.5","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 58.05. Result ID: 699a9d375698665ec428f08e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"10","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 55.5. Result ID: 699a9d375698665ec428f08f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"5","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 50.72. Result ID: 699a9d375698665ec428f090. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"1","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 43.57. Result ID: 699a9d375698665ec428f091. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileNet","Cap.":"0.5","Config.":"s = 4"}. This record does not assert independent reproduction. ### QAT Accuracy: 24.16. Result ID: 699a9d375698665ec428f089. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Cap.":"–","Config.":"q = 4"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.