# Machine Unlearning Utility on Tiny-ImageNet (unlearned set Du) Source: [Machine Unlearning Utility on Tiny-ImageNet (unlearned set Du)]() Collection index: [llms.txt]() Data updated: 2026-04-23T09:41:31.711Z Evaluation of Machine Unlearning Utility performance on the specific 'unlearned set Du' subset of the Tiny-ImageNet dataset, measured using macro F1-score. 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 | Machine Unlearning Utility | | Dataset (including any stated split) | Tiny-ImageNet (unlearned set Du) | | Metric | Macro F1-score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Macro F1-score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Macro F1-score | Result date | Report paper | | --- | --- | --- | --- | | Original | 91.76 | Not recorded | 68fa74501e209131cea60fc7 | | Adv-F | 91.37 | Not recorded | 68fa74501e209131cea60fc7 | | Original | 90.34 | Not recorded | 68fa74501e209131cea60fc7 | | Adv-F | 90.16 | Not recorded | 68fa74501e209131cea60fc7 | | Adv-R (Sn) | 31.82 | Not recorded | 68fa74501e209131cea60fc7 | | Adv-R (Sr) | 31.26 | Not recorded | 68fa74501e209131cea60fc7 | | Retrain | 31.03 | Not recorded | 68fa74501e209131cea60fc7 | | Adv-R (Sr) | 8.98 | Not recorded | 68fa74501e209131cea60fc7 | | Adv-R (Sn) | 8.7 | Not recorded | 68fa74501e209131cea60fc7 | | Retrain | 8.59 | Not recorded | 68fa74501e209131cea60fc7 | ### Original Macro F1-score: 91.76. Result ID: 69e9e93b47f34ce924d178a7. [Reporting paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Imbalanced","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Adv-F Macro F1-score: 91.37. Result ID: 69e9e93b47f34ce924d178ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Imbalanced","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Original Macro F1-score: 90.34. Result ID: 69e9e93b47f34ce924d178a2. [Reporting paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Normal","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Adv-F Macro F1-score: 90.16. Result ID: 69e9e93b47f34ce924d178a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Normal","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Adv-R (Sn) Macro F1-score: 31.82. Result ID: 69e9e93b47f34ce924d178a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Normal","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Adv-R (Sr) Macro F1-score: 31.26. Result ID: 69e9e93b47f34ce924d178a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Normal","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Retrain Macro F1-score: 31.03. Result ID: 69e9e93b47f34ce924d178a3. [Reporting paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Normal","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Adv-R (Sr) Macro F1-score: 8.98. Result ID: 69e9e93b47f34ce924d178a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Imbalanced","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Adv-R (Sn) Macro F1-score: 8.7. Result ID: 69e9e93b47f34ce924d178aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Imbalanced","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Retrain Macro F1-score: 8.59. Result ID: 69e9e93b47f34ce924d178a8. [Reporting paper]() Recorded evaluation configuration: {"Data Distribution Setting":"Imbalanced","Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.