# Image Classification on CIFAR100 (test) (Acc, CI, DBI) Source: [Image Classification on CIFAR100 (test) (Acc, CI, DBI)]() Collection index: [llms.txt]() Data updated: 2026-06-05T08:01:59.650Z Evaluation of Image Classification performance on the CIFAR-100 test set, reporting Accuracy (Acc), Clustering Index (CI), and Davies-Bouldin Index (DBI). 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) | CIFAR100 (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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. - [Clustering Index](): Higher is better; unit: PERCENT. - [Davies-Bouldin Index](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FoCA ViT | 86.65 | Not recorded | 6a22585f86173ad9c146894c | | ViT CBM | 84.49 | Not recorded | 6a22585f86173ad9c146894c | | FoCA CBM-N | 82.41 | Not recorded | 6a22585f86173ad9c146894c | | FoCA CBM | 79.47 | Not recorded | 6a22585f86173ad9c146894c | | SCBM | 79.13 | Not recorded | 6a22585f86173ad9c146894c | | ProbCBM | 78.86 | Not recorded | 6a22585f86173ad9c146894c | | CEM | 77.32 | Not recorded | 6a22585f86173ad9c146894c | | Vanilla CBM | 76.63 | Not recorded | 6a22585f86173ad9c146894c | | MLPCBM | 76.17 | Not recorded | 6a22585f86173ad9c146894c | | LaBo | 65.23 | Not recorded | 6a22585f86173ad9c146894c | | LFCBM | 65.13 | Not recorded | 6a22585f86173ad9c146894c | | CF-CBM | 60.02 | Not recorded | 6a22585f86173ad9c146894c | | HybridCBM | 59.52 | Not recorded | 6a22585f86173ad9c146894c | | Posthoc CBM | 52 | Not recorded | 6a22585f86173ad9c146894c | ### FoCA ViT Accuracy: 86.65. Result ID: 6a228277fbc373592c2058eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. ### ViT CBM Accuracy: 84.49. Result ID: 6a228277fbc373592c2058ec. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. ### FoCA CBM-N Accuracy: 82.41. Result ID: 6a228277fbc373592c2058e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### FoCA CBM Accuracy: 79.47. Result ID: 6a228277fbc373592c2058ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### SCBM Accuracy: 79.13. Result ID: 6a228277fbc373592c2058e5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### ProbCBM Accuracy: 78.86. Result ID: 6a228277fbc373592c2058e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### CEM Accuracy: 77.32. Result ID: 6a228277fbc373592c2058e3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### Vanilla CBM Accuracy: 76.63. Result ID: 6a228277fbc373592c2058df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### MLPCBM Accuracy: 76.17. Result ID: 6a228277fbc373592c2058e0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### LaBo Accuracy: 65.23. Result ID: 6a228277fbc373592c2058e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### LFCBM Accuracy: 65.13. Result ID: 6a228277fbc373592c2058e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### CF-CBM Accuracy: 60.02. Result ID: 6a228277fbc373592c2058e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### HybridCBM Accuracy: 59.52. Result ID: 6a228277fbc373592c2058e8. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### Posthoc CBM Accuracy: 52. Result ID: 6a228277fbc373592c2058e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.