# Image Classification on Fashion-MNIST (Pretrain and Unlearn) Source: [Image Classification on Fashion-MNIST (Pretrain and Unlearn)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:57.764Z Evaluation of Image Classification performance on the Fashion-MNIST dataset, focusing on metrics related to pretraining stability and unlearning effectiveness. 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) | Fashion-MNIST | | Metric | Pretrain Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Pretrain Accuracy](): Higher is better; unit: PERCENT. - [Unlearn Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Pretrain Accuracy | Result date | Report paper | | --- | --- | --- | --- | | f-FUM (KL-KL) | 78.28 | Not recorded | 69896a26c97a0b3e3b5dc58a | | f-FUM (KL-JS) | 78.28 | Not recorded | 69896a26c97a0b3e3b5dc58a | | f-FUM (KL-χ²) | 78.28 | Not recorded | 69896a26c97a0b3e3b5dc58a | | NoT | 78.28 | Not recorded | 69896a26c97a0b3e3b5dc58a | | Halimi | 78.28 | Not recorded | 69896a26c97a0b3e3b5dc58a | | MoDe | 78.28 | Not recorded | 69896a26c97a0b3e3b5dc58a | | f-FUM (KL-KL) | 66.58 | Not recorded | 69896a26c97a0b3e3b5dc58a | | f-FUM (KL-JS) | 66.58 | Not recorded | 69896a26c97a0b3e3b5dc58a | | f-FUM (KL-χ²) | 66.58 | Not recorded | 69896a26c97a0b3e3b5dc58a | | NoT | 66.58 | Not recorded | 69896a26c97a0b3e3b5dc58a | | Halimi | 66.58 | Not recorded | 69896a26c97a0b3e3b5dc58a | | MoDe | 66.58 | Not recorded | 69896a26c97a0b3e3b5dc58a | ### f-FUM (KL-KL) Pretrain Accuracy: 78.28. Result ID: 6998ead65698665ec44f550f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":10}. This record does not assert independent reproduction. ### f-FUM (KL-JS) Pretrain Accuracy: 78.28. Result ID: 6998ead65698665ec44f5510. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":10}. This record does not assert independent reproduction. ### f-FUM (KL-χ²) Pretrain Accuracy: 78.28. Result ID: 6998ead65698665ec44f5511. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":10}. This record does not assert independent reproduction. ### NoT Pretrain Accuracy: 78.28. Result ID: 6998ead65698665ec44f5512. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":10}. This record does not assert independent reproduction. ### Halimi Pretrain Accuracy: 78.28. Result ID: 6998ead65698665ec44f5513. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":10}. This record does not assert independent reproduction. ### MoDe Pretrain Accuracy: 78.28. Result ID: 6998ead65698665ec44f5514. [Reporting paper]() Recorded evaluation configuration: {"N":10}. This record does not assert independent reproduction. ### f-FUM (KL-KL) Pretrain Accuracy: 66.58. Result ID: 6998ead65698665ec44f5515. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":5}. This record does not assert independent reproduction. ### f-FUM (KL-JS) Pretrain Accuracy: 66.58. Result ID: 6998ead65698665ec44f5516. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":5}. This record does not assert independent reproduction. ### f-FUM (KL-χ²) Pretrain Accuracy: 66.58. Result ID: 6998ead65698665ec44f5517. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":5}. This record does not assert independent reproduction. ### NoT Pretrain Accuracy: 66.58. Result ID: 6998ead65698665ec44f5518. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":5}. This record does not assert independent reproduction. ### Halimi Pretrain Accuracy: 66.58. Result ID: 6998ead65698665ec44f5519. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":5}. This record does not assert independent reproduction. ### MoDe Pretrain Accuracy: 66.58. Result ID: 6998ead65698665ec44f551a. [Reporting paper]() Recorded evaluation configuration: {"N":5}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.