# Image Classification on CIFAR-10 Centralized original (test) Source: [Image Classification on CIFAR-10 Centralized original (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:30:25.514Z Evaluation of Image Classification performance on the centralized test split of the CIFAR-10 dataset, 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 Centralized original (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 | | --- | --- | --- | --- | | OnDev-LCT-8/1 | 86.64 | Not recorded | 68fa77951e209131cea7425c | | OnDev-LCT-4/1 | 86.61 | Not recorded | 68fa77951e209131cea7425c | | OnDev-LCT-2/1 | 86.27 | Not recorded | 68fa77951e209131cea7425c | | OnDev-LCT-1/1 | 84.55 | Not recorded | 68fa77951e209131cea7425c | | CCT-4/2 | 80.92 | Not recorded | 68fa77951e209131cea7425c | | CCT-2/2 | 79.71 | Not recorded | 68fa77951e209131cea7425c | | Hybrid Vision Performer (ViP) | 77.52 | Not recorded | 68fa77951e209131cea7425c | | Hybrid Vision Nyströformer (ViN) | 77.35 | Not recorded | 68fa77951e209131cea7425c | | Hybrid Vision Transformer (ViT) | 74.64 | Not recorded | 68fa77951e209131cea7425c | | EdgeNeXt-XXS | 58.17 | Not recorded | 68fa77951e209131cea7425c | | MobileViT-XXS | 52.91 | Not recorded | 68fa77951e209131cea7425c | | MobileViTv2-0.5 | 52.84 | Not recorded | 68fa77951e209131cea7425c | | Hybrid Vision Linformer (ViL) | 50.68 | Not recorded | 68fa77951e209131cea7425c | ### OnDev-LCT-8/1 Accuracy: 86.64. Result ID: 699546ed3badfaffe6355147. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"0.91M"}. This record does not assert independent reproduction. ### OnDev-LCT-4/1 Accuracy: 86.61. Result ID: 699546ed3badfaffe6355146. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"0.51M"}. This record does not assert independent reproduction. ### OnDev-LCT-2/1 Accuracy: 86.27. Result ID: 699546ed3badfaffe6355145. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"0.31M"}. This record does not assert independent reproduction. ### OnDev-LCT-1/1 Accuracy: 84.55. Result ID: 699546ed3badfaffe6355144. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"0.21M"}. This record does not assert independent reproduction. ### CCT-4/2 Accuracy: 80.92. Result ID: 699546ed3badfaffe635513f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#Params":"0.48M"}. This record does not assert independent reproduction. ### CCT-2/2 Accuracy: 79.71. Result ID: 699546ed3badfaffe635513e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#Params":"0.28M"}. This record does not assert independent reproduction. ### Hybrid Vision Performer (ViP) Accuracy: 77.52. Result ID: 699546ed3badfaffe6355141. [Reporting paper]() Recorded evaluation configuration: {"#Params":"0.76M"}. This record does not assert independent reproduction. ### Hybrid Vision Nyströformer (ViN) Accuracy: 77.35. Result ID: 699546ed3badfaffe6355143. [Reporting paper]() Recorded evaluation configuration: {"#Params":"0.76M"}. This record does not assert independent reproduction. ### Hybrid Vision Transformer (ViT) Accuracy: 74.64. Result ID: 699546ed3badfaffe6355140. [Reporting paper]() Recorded evaluation configuration: {"#Params":"0.75M"}. This record does not assert independent reproduction. ### EdgeNeXt-XXS Accuracy: 58.17. Result ID: 699546ed3badfaffe635513b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#Params":"1.17M"}. This record does not assert independent reproduction. ### MobileViT-XXS Accuracy: 52.91. Result ID: 699546ed3badfaffe635513c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"0.94M"}. This record does not assert independent reproduction. ### MobileViTv2-0.5 Accuracy: 52.84. Result ID: 699546ed3badfaffe635513d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#Params":"1.13M"}. This record does not assert independent reproduction. ### Hybrid Vision Linformer (ViL) Accuracy: 50.68. Result ID: 699546ed3badfaffe6355142. [Reporting paper]() Recorded evaluation configuration: {"#Params":"0.95M"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.