# Image Classification on CIFAR-100 Bucket 1 Forget Source: [Image Classification on CIFAR-100 Bucket 1 Forget]() Collection index: [llms.txt]() Data updated: 2026-04-10T09:24:36.317Z Evaluation of Image Classification performance on the specific 'Bucket 1 Forget' subset of CIFAR-100, 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-100 Bucket 1 Forget | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 | | --- | --- | --- | --- | | Original | 93 | Not recorded | 69d884367d0172140ec77ba4 | | Original | 92.2 | Not recorded | 69d884367d0172140ec77ba4 | | Original | 92 | Not recorded | 69d884367d0172140ec77ba4 | | Retain-only Retain | 90.8 | Not recorded | 69d884367d0172140ec77ba4 | | Retain-only Retain | 87.8 | Not recorded | 69d884367d0172140ec77ba4 | | NegGrad+ with CMF | 58.4 | Not recorded | 69d884367d0172140ec77ba4 | | NegGrad+ with CMF | 55.8 | Not recorded | 69d884367d0172140ec77ba4 | | Random-label with CMF | 55.2 | Not recorded | 69d884367d0172140ec77ba4 | | Random-label with CMF | 55.2 | Not recorded | 69d884367d0172140ec77ba4 | | Salun with CMF | 53.2 | Not recorded | 69d884367d0172140ec77ba4 | | Salun with CMF | 51.2 | Not recorded | 69d884367d0172140ec77ba4 | | Random-label with CMF | 24.6 | Not recorded | 69d884367d0172140ec77ba4 | | NegGrad+ with CMF | 24.4 | Not recorded | 69d884367d0172140ec77ba4 | | Salun with CMF | 23.2 | Not recorded | 69d884367d0172140ec77ba4 | | Retain-only Retain | 0 | Not recorded | 69d884367d0172140ec77ba4 | ### Original Accuracy: 93. Result ID: 69d8c1cc47f34ce924c1f141. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Head":"NCC","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Original Accuracy: 92.2. Result ID: 69d8c1cc47f34ce924c1f140. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Head":"Linear Probe","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Original Accuracy: 92. Result ID: 69d8c1cc47f34ce924c1f13f. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Head":"Output","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Retain-only Retain Accuracy: 90.8. Result ID: 69d8c1cc47f34ce924c1f143. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Head":"Linear Probe","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Retain-only Retain Accuracy: 87.8. Result ID: 69d8c1cc47f34ce924c1f144. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Head":"NCC","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### NegGrad+ with CMF Accuracy: 58.4. Result ID: 69d8c1cc47f34ce924c1f14d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"NCC","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### NegGrad+ with CMF Accuracy: 55.8. Result ID: 69d8c1cc47f34ce924c1f14b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"Output","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Random-label with CMF Accuracy: 55.2. Result ID: 69d8c1cc47f34ce924c1f145. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"Output","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Random-label with CMF Accuracy: 55.2. Result ID: 69d8c1cc47f34ce924c1f147. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"NCC","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Salun with CMF Accuracy: 53.2. Result ID: 69d8c1cc47f34ce924c1f148. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"Output","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Salun with CMF Accuracy: 51.2. Result ID: 69d8c1cc47f34ce924c1f14a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"NCC","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Random-label with CMF Accuracy: 24.6. Result ID: 69d8c1cc47f34ce924c1f146. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"Linear Probe","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### NegGrad+ with CMF Accuracy: 24.4. Result ID: 69d8c1cc47f34ce924c1f14c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"Linear Probe","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Salun with CMF Accuracy: 23.2. Result ID: 69d8c1cc47f34ce924c1f149. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Head":"Linear Probe","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. ### Retain-only Retain Accuracy: 0. Result ID: 69d8c1cc47f34ce924c1f142. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Head":"Output","Backbone":"ViT-S/16","Pre-training":"ImageNet"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.