# Meta-continual learning on TinyImageNet 20/10 Source: [Meta-continual learning on TinyImageNet 20/10]() Collection index: [llms.txt]() Data updated: 2026-02-27T09:48:40.049Z Evaluation of Meta-continual learning performance on the TinyImageNet 20/10 dataset, reporting 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 | Meta-continual learning | | Dataset (including any stated split) | TinyImageNet 20/10 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | VR-MCL | 13.3 | Not recorded | 68fa75d81e209131cea6a32b | | RanDumb | 11.6 | Not recorded | 68fa75d81e209131cea6a32b | | ER-OBC | 11.5 | Not recorded | 68fa75d81e209131cea6a32b | | ER | 11.1 | Not recorded | 68fa75d81e209131cea6a32b | | CLSER | 11.1 | Not recorded | 68fa75d81e209131cea6a32b | | DER++ | 8.3 | Not recorded | 68fa75d81e209131cea6a32b | | La-MAML | 6.74 | Not recorded | 68fa75d81e209131cea6a32b | | GDumb | 4.6 | Not recorded | 68fa75d81e209131cea6a32b | | OCM | 4.5 | Not recorded | 68fa75d81e209131cea6a32b | | DER | 4.1 | Not recorded | 68fa75d81e209131cea6a32b | | LWF | 4 | Not recorded | 68fa75d81e209131cea6a32b | | A-GEM | 4 | Not recorded | 68fa75d81e209131cea6a32b | | Finetune | 3.9 | Not recorded | 68fa75d81e209131cea6a32b | | IS | 3.3 | Not recorded | 68fa75d81e209131cea6a32b | ### VR-MCL Accuracy: 13.3. Result ID: 69a1686835dfcabb00e6ddcb. [Reporting paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### RanDumb Accuracy: 11.6. Result ID: 69a1686835dfcabb00e6ddcc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Strategy":"Rehearsal-Free","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### ER-OBC Accuracy: 11.5. Result ID: 69a1686835dfcabb00e6ddca. [Reporting paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### ER Accuracy: 11.1. Result ID: 69a1686835dfcabb00e6ddc5. [Reporting paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### CLSER Accuracy: 11.1. Result ID: 69a1686835dfcabb00e6ddc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### DER++ Accuracy: 8.3. Result ID: 69a1686835dfcabb00e6ddc7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### La-MAML Accuracy: 6.74. Result ID: 69a1686835dfcabb00e6ddc3. [Reporting paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### GDumb Accuracy: 4.6. Result ID: 69a1686835dfcabb00e6ddc4. [Reporting paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### OCM Accuracy: 4.5. Result ID: 69a1686835dfcabb00e6ddc9. [Reporting paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### DER Accuracy: 4.1. Result ID: 69a1686835dfcabb00e6ddc6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### LWF Accuracy: 4. Result ID: 69a1686835dfcabb00e6ddc0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### A-GEM Accuracy: 4. Result ID: 69a1686835dfcabb00e6ddc1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### Finetune Accuracy: 3.9. Result ID: 69a1686835dfcabb00e6ddbf. [Reporting paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. ### IS Accuracy: 3.3. Result ID: 69a1686835dfcabb00e6ddc2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer size (M)":"1k","Tasks/Classes":"20/10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.