# Image Classification on CIFAR10 (test) (Accuracy, RAC, rBDM) Source: [Image Classification on CIFAR10 (test) (Accuracy, RAC, rBDM)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:56.656Z Evaluation of Image Classification performance on the CIFAR-10 test set, reporting Accuracy, RAC, and rBDM scores. 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 | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 | | --- | --- | --- | --- | | MoMos | 89.77 | Not recorded | 6993f6a89ebc499c97409fc1 | | Baseline/FP32 | 89.3 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 85.47 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 84.98 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 83.57 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 83.11 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 82.98 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 82.59 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 82.51 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 82.07 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 82.01 | Not recorded | 6993f6a89ebc499c97409fc1 | | Baseline/FP32 | 81.85 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 81.75 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 81.67 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 81.65 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 81.44 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 81.43 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 81.38 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 79.67 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 73.85 | Not recorded | 6993f6a89ebc499c97409fc1 | | Baseline/FP32 | 57.8 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 57.68 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 57.66 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 57.63 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 57.22 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 57.01 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 56.97 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 55.21 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 54.93 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 53.27 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 52.22 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 48.85 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 48.74 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 44.35 | Not recorded | 6993f6a89ebc499c97409fc1 | | QAT | 30.69 | Not recorded | 6993f6a89ebc499c97409fc1 | | MoMos | 13.08 | Not recorded | 6993f6a89ebc499c97409fc1 | ### MoMos Accuracy: 89.77. Result ID: 699a9d375698665ec428f06f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"10","Config.":"s = 2"}. This record does not assert independent reproduction. ### Baseline/FP32 Accuracy: 89.3. Result ID: 699a9d375698665ec428f063. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"100","Config.":"q = 32"}. This record does not assert independent reproduction. ### MoMos Accuracy: 85.47. Result ID: 699a9d375698665ec428f072. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"5","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 84.98. Result ID: 699a9d375698665ec428f075. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"1","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 83.57. Result ID: 699a9d375698665ec428f07b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"10","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 83.11. Result ID: 699a9d375698665ec428f082. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"1","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 82.98. Result ID: 699a9d375698665ec428f07f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"5","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 82.59. Result ID: 699a9d375698665ec428f07c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"10","Config.":"s = 4"}. This record does not assert independent reproduction. ### QAT Accuracy: 82.51. Result ID: 699a9d375698665ec428f06a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"–","Config.":"q = 8"}. This record does not assert independent reproduction. ### MoMos Accuracy: 82.07. Result ID: 699a9d375698665ec428f076. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"1","Config.":"s = 2"}. This record does not assert independent reproduction. ### QAT Accuracy: 82.01. Result ID: 699a9d375698665ec428f067. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"–","Config.":"q = 16"}. This record does not assert independent reproduction. ### Baseline/FP32 Accuracy: 81.85. Result ID: 699a9d375698665ec428f064. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"100","Config.":"q = 32"}. This record does not assert independent reproduction. ### MoMos Accuracy: 81.75. Result ID: 699a9d375698665ec428f070. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"10","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 81.67. Result ID: 699a9d375698665ec428f073. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"5","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 81.65. Result ID: 699a9d375698665ec428f07e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"5","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 81.44. Result ID: 699a9d375698665ec428f078. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"0.5","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 81.43. Result ID: 699a9d375698665ec428f079. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"0.5","Config.":"s = 2"}. This record does not assert independent reproduction. ### QAT Accuracy: 81.38. Result ID: 699a9d375698665ec428f066. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"–","Config.":"q = 16"}. This record does not assert independent reproduction. ### MoMos Accuracy: 79.67. Result ID: 699a9d375698665ec428f085. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"0.5","Config.":"s = 4"}. This record does not assert independent reproduction. ### QAT Accuracy: 73.85. Result ID: 699a9d375698665ec428f069. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"–","Config.":"q = 8"}. This record does not assert independent reproduction. ### Baseline/FP32 Accuracy: 57.8. Result ID: 699a9d375698665ec428f062. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"100","Config.":"q = 32"}. This record does not assert independent reproduction. ### MoMos Accuracy: 57.68. Result ID: 699a9d375698665ec428f06e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"10","Config.":"s = 2"}. This record does not assert independent reproduction. ### QAT Accuracy: 57.66. Result ID: 699a9d375698665ec428f065. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"–","Config.":"q = 16"}. This record does not assert independent reproduction. ### QAT Accuracy: 57.63. Result ID: 699a9d375698665ec428f068. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"–","Config.":"q = 8"}. This record does not assert independent reproduction. ### MoMos Accuracy: 57.22. Result ID: 699a9d375698665ec428f071. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"5","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 57.01. Result ID: 699a9d375698665ec428f074. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"1","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 56.97. Result ID: 699a9d375698665ec428f077. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"0.5","Config.":"s = 2"}. This record does not assert independent reproduction. ### MoMos Accuracy: 55.21. Result ID: 699a9d375698665ec428f07a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"10","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 54.93. Result ID: 699a9d375698665ec428f07d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"5","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 53.27. Result ID: 699a9d375698665ec428f080. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"1","Config.":"s = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 52.22. Result ID: 699a9d375698665ec428f083. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"0.5","Config.":"s = 4"}. This record does not assert independent reproduction. ### QAT Accuracy: 48.85. Result ID: 699a9d375698665ec428f06d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Tiny-ViT","Cap.":"–","Config.":"q = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 48.74. Result ID: 699a9d375698665ec428f081. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"1","Config.":"s = 4"}. This record does not assert independent reproduction. ### QAT Accuracy: 44.35. Result ID: 699a9d375698665ec428f06b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Cap.":"–","Config.":"q = 4"}. This record does not assert independent reproduction. ### QAT Accuracy: 30.69. Result ID: 699a9d375698665ec428f06c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"–","Config.":"q = 4"}. This record does not assert independent reproduction. ### MoMos Accuracy: 13.08. Result ID: 699a9d375698665ec428f084. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet20","Cap.":"0.5","Config.":"s = 4"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.