# Image Classification on Tiny ImageNet 64x64 (test) Source: [Image Classification on Tiny ImageNet 64x64 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:30:19.910Z Evaluation of Image Classification performance on the 64x64 resolution test split of the Tiny ImageNet dataset, measured by 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) | Tiny ImageNet 64x64 (test) | | Metric | Accuracy | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 27 of 27 | | 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: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | NCFM | 29.6 | Not recorded | 68fa77281e209131cea71713 | | MTT | 28 | Not recorded | 68fa77281e209131cea71713 | | IDM | 27.7 | Not recorded | 68fa77281e209131cea71713 | | NCFM | 26.8 | Not recorded | 68fa77281e209131cea71713 | | ATT | 25.8 | Not recorded | 68fa77281e209131cea71713 | | FrePo | 25.4 | Not recorded | 68fa77281e209131cea71713 | | FTD | 24.5 | Not recorded | 68fa77281e209131cea71713 | | DM | 24.1 | Not recorded | 68fa77281e209131cea71713 | | MTT | 23.2 | Not recorded | 68fa77281e209131cea71713 | | IDM | 21.9 | Not recorded | 68fa77281e209131cea71713 | | NCFM | 18.2 | Not recorded | 68fa77281e209131cea71713 | | Herding | 16.7 | Not recorded | 68fa77281e209131cea71713 | | FrePo | 15.4 | Not recorded | 68fa77281e209131cea71713 | | Random | 15 | Not recorded | 68fa77281e209131cea71713 | | Forgetting | 15 | Not recorded | 68fa77281e209131cea71713 | | DM | 12.9 | Not recorded | 68fa77281e209131cea71713 | | ATT | 11 | Not recorded | 68fa77281e209131cea71713 | | FTD | 10.4 | Not recorded | 68fa77281e209131cea71713 | | IDM | 10.1 | Not recorded | 68fa77281e209131cea71713 | | MTT | 8.8 | Not recorded | 68fa77281e209131cea71713 | | Herding | 6.3 | Not recorded | 68fa77281e209131cea71713 | | Forgetting | 5.1 | Not recorded | 68fa77281e209131cea71713 | | Random | 5 | Not recorded | 68fa77281e209131cea71713 | | DM | 3.9 | Not recorded | 68fa77281e209131cea71713 | | Herding | 2.8 | Not recorded | 68fa77281e209131cea71713 | | Forgetting | 1.6 | Not recorded | 68fa77281e209131cea71713 | | Random | 1.4 | Not recorded | 68fa77281e209131cea71713 | ### NCFM Accuracy: 29.6. Result ID: 69946b593a6c3148491d1c2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":50,"Ratio (%)":"10","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### MTT Accuracy: 28. Result ID: 69946b593a6c3148491d1c20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":50,"Ratio (%)":"10","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### IDM Accuracy: 27.7. Result ID: 69946b593a6c3148491d1c2a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":50,"Ratio (%)":"10","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### NCFM Accuracy: 26.8. Result ID: 69946b593a6c3148491d1c2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### ATT Accuracy: 25.8. Result ID: 69946b593a6c3148491d1c22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### FrePo Accuracy: 25.4. Result ID: 69946b593a6c3148491d1c1d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### FTD Accuracy: 24.5. Result ID: 69946b593a6c3148491d1c24. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### DM Accuracy: 24.1. Result ID: 69946b593a6c3148491d1c27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":50,"Ratio (%)":"10","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### MTT Accuracy: 23.2. Result ID: 69946b593a6c3148491d1c1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### IDM Accuracy: 21.9. Result ID: 69946b593a6c3148491d1c29. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### NCFM Accuracy: 18.2. Result ID: 69946b593a6c3148491d1c2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Herding Accuracy: 16.7. Result ID: 69946b593a6c3148491d1c18. [Reporting paper]() Recorded evaluation configuration: {"IPC":50,"Ratio (%)":"10","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### FrePo Accuracy: 15.4. Result ID: 69946b593a6c3148491d1c1c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Random Accuracy: 15. Result ID: 69946b593a6c3148491d1c15. [Reporting paper]() Recorded evaluation configuration: {"IPC":50,"Ratio (%)":"10","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Forgetting Accuracy: 15. Result ID: 69946b593a6c3148491d1c1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":50,"Ratio (%)":"10","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### DM Accuracy: 12.9. Result ID: 69946b593a6c3148491d1c26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### ATT Accuracy: 11. Result ID: 69946b593a6c3148491d1c21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### FTD Accuracy: 10.4. Result ID: 69946b593a6c3148491d1c23. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### IDM Accuracy: 10.1. Result ID: 69946b593a6c3148491d1c28. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### MTT Accuracy: 8.8. Result ID: 69946b593a6c3148491d1c1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Herding Accuracy: 6.3. Result ID: 69946b593a6c3148491d1c17. [Reporting paper]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Forgetting Accuracy: 5.1. Result ID: 69946b593a6c3148491d1c1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Random Accuracy: 5. Result ID: 69946b593a6c3148491d1c14. [Reporting paper]() Recorded evaluation configuration: {"IPC":10,"Ratio (%)":"2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### DM Accuracy: 3.9. Result ID: 69946b593a6c3148491d1c25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Herding Accuracy: 2.8. Result ID: 69946b593a6c3148491d1c16. [Reporting paper]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Forgetting Accuracy: 1.6. Result ID: 69946b593a6c3148491d1c19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. This record does not assert independent reproduction. ### Random Accuracy: 1.4. Result ID: 69946b593a6c3148491d1c13. [Reporting paper]() Recorded evaluation configuration: {"IPC":1,"Ratio (%)":"0.2","Backbone":"4-layer ConvNet"}. 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