# Classification on CIFAR-100 (top-1 accuracy) Source: [Classification on CIFAR-100 (top-1 accuracy)]() Collection index: [llms.txt]() Data updated: 2026-06-16T07:39:21.293Z Evaluation of standard Classification performance on the CIFAR-100 dataset, reporting Top-1 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 | Classification | | Dataset (including any stated split) | CIFAR-100 | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LSA+OnZeta | 71.7 | Not recorded | 6a30d874d33dfb23e783cb47 | | OnZeta | 70.78 | Not recorded | 6a30d874d33dfb23e783cb47 | | LSA | 70.63 | Not recorded | 6a30d874d33dfb23e783cb47 | | CLIP baseline | 68.27 | Not recorded | 6a30d874d33dfb23e783cb47 | | LSA+OnZeta | 48.36 | Not recorded | 6a30d874d33dfb23e783cb47 | | LSA | 46.53 | Not recorded | 6a30d874d33dfb23e783cb47 | | OnZeta | 46.36 | Not recorded | 6a30d874d33dfb23e783cb47 | | CLIP baseline | 41.91 | Not recorded | 6a30d874d33dfb23e783cb47 | ### LSA+OnZeta Top-1 Accuracy: 71.7. Result ID: 6a30fce1fbc373592c2ce008. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. ### OnZeta Top-1 Accuracy: 70.78. Result ID: 6a30fce1fbc373592c2ce006. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. ### LSA Top-1 Accuracy: 70.63. Result ID: 6a30fce1fbc373592c2ce007. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. ### CLIP baseline Top-1 Accuracy: 68.27. Result ID: 6a30fce1fbc373592c2ce005. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. ### LSA+OnZeta Top-1 Accuracy: 48.36. Result ID: 6a30fce1fbc373592c2ce004. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### LSA Top-1 Accuracy: 46.53. Result ID: 6a30fce1fbc373592c2ce003. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### OnZeta Top-1 Accuracy: 46.36. Result ID: 6a30fce1fbc373592c2ce002. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### CLIP baseline Top-1 Accuracy: 41.91. Result ID: 6a30fce1fbc373592c2ce001. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.