# Continual Learning on CIFAR-100 Split 10-task (test) Source: [Continual Learning on CIFAR-100 Split 10-task (test)]() Collection index: [llms.txt]() Data updated: 2026-04-27T06:29:25.543Z Evaluation of Continual Learning performance on the test split of the CIFAR-100 dataset configured across 10 sequential tasks, measured using AA (Average Accuracy) and AF (Average Forgetting). 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 | Continual Learning | | Dataset (including any stated split) | CIFAR-100 Split 10-task (test) | | Metric | Average Accuracy (AA) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Average Accuracy (AA)](): Higher is better; unit: PERCENT. - [Average Forgetting (AF)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Average Accuracy (AA) | Result date | Report paper | | --- | --- | --- | --- | | Non CL Baseline (FiLM) | 91.31 | Not recorded | 68fa78bb1e209131cea7a1ca | | Non CL Baseline (FiLM) | 90.68 | Not recorded | 68fa78bb1e209131cea7a1ca | | Non CL Baseline (last layer) | 88.5 | Not recorded | 68fa78bb1e209131cea7a1ca | | Non CL Baseline (last layer) | 88.4 | Not recorded | 68fa78bb1e209131cea7a1ca | | Non CL Baseline (FiLM) | 86.06 | Not recorded | 68fa78bb1e209131cea7a1ca | | PEFT Ensemble (FiLM) | 85.26 | Not recorded | 68fa78bb1e209131cea7a1ca | | Non CL Baseline (last layer) | 85.1 | Not recorded | 68fa78bb1e209131cea7a1ca | | PEFT Ensemble (last layer) | 82.6 | Not recorded | 68fa78bb1e209131cea7a1ca | | PEFT Ensemble (last layer) | 82.48 | Not recorded | 68fa78bb1e209131cea7a1ca | | PEFT Ensemble (FiLM) | 79.79 | Not recorded | 68fa78bb1e209131cea7a1ca | | PEFT Ensemble (FiLM) | 79.39 | Not recorded | 68fa78bb1e209131cea7a1ca | | Cosine classifier | 79.02 | Not recorded | 68fa78bb1e209131cea7a1ca | | Cosine classifier | 78.93 | Not recorded | 68fa78bb1e209131cea7a1ca | | PEFT Ensemble (last layer) | 78.81 | Not recorded | 68fa78bb1e209131cea7a1ca | | Cosine classifier | 72.78 | Not recorded | 68fa78bb1e209131cea7a1ca | | Naive | 9.63 | Not recorded | 68fa78bb1e209131cea7a1ca | | Naive | 9.55 | Not recorded | 68fa78bb1e209131cea7a1ca | | Naive | 9.35 | Not recorded | 68fa78bb1e209131cea7a1ca | ### Non CL Baseline (FiLM) Average Accuracy (AA): 91.31. Result ID: 69ef008847f34ce924d470ce. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"8","delta":"1e-5"}. This record does not assert independent reproduction. ### Non CL Baseline (FiLM) Average Accuracy (AA): 90.68. Result ID: 69ef008847f34ce924d470cf. [Reporting paper]() Recorded evaluation configuration: {"privacy":"non-DP"}. This record does not assert independent reproduction. ### Non CL Baseline (last layer) Average Accuracy (AA): 88.5. Result ID: 69ef008847f34ce924d470d4. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"8","delta":"1e-5"}. This record does not assert independent reproduction. ### Non CL Baseline (last layer) Average Accuracy (AA): 88.4. Result ID: 69ef008847f34ce924d470d5. [Reporting paper]() Recorded evaluation configuration: {"privacy":"non-DP"}. This record does not assert independent reproduction. ### Non CL Baseline (FiLM) Average Accuracy (AA): 86.06. Result ID: 69ef008847f34ce924d470cd. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"1","delta":"1e-5"}. This record does not assert independent reproduction. ### PEFT Ensemble (FiLM) Average Accuracy (AA): 85.26. Result ID: 69ef008847f34ce924d470cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"8","delta":"1e-5"}. This record does not assert independent reproduction. ### Non CL Baseline (last layer) Average Accuracy (AA): 85.1. Result ID: 69ef008847f34ce924d470d3. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"1","delta":"1e-5"}. This record does not assert independent reproduction. ### PEFT Ensemble (last layer) Average Accuracy (AA): 82.6. Result ID: 69ef008847f34ce924d470d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"privacy":"non-DP"}. This record does not assert independent reproduction. ### PEFT Ensemble (last layer) Average Accuracy (AA): 82.48. Result ID: 69ef008847f34ce924d470d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"8","delta":"1e-5"}. This record does not assert independent reproduction. ### PEFT Ensemble (FiLM) Average Accuracy (AA): 79.79. Result ID: 69ef008847f34ce924d470ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"1","delta":"1e-5"}. This record does not assert independent reproduction. ### PEFT Ensemble (FiLM) Average Accuracy (AA): 79.39. Result ID: 69ef008847f34ce924d470cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"privacy":"non-DP"}. This record does not assert independent reproduction. ### Cosine classifier Average Accuracy (AA): 79.02. Result ID: 69ef008847f34ce924d470c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"privacy":"non-DP"}. This record does not assert independent reproduction. ### Cosine classifier Average Accuracy (AA): 78.93. Result ID: 69ef008847f34ce924d470c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"8","delta":"1e-5"}. This record does not assert independent reproduction. ### PEFT Ensemble (last layer) Average Accuracy (AA): 78.81. Result ID: 69ef008847f34ce924d470d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"1","delta":"1e-5"}. This record does not assert independent reproduction. ### Cosine classifier Average Accuracy (AA): 72.78. Result ID: 69ef008847f34ce924d470c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"1","delta":"1e-5"}. This record does not assert independent reproduction. ### Naive Average Accuracy (AA): 9.63. Result ID: 69ef008847f34ce924d470c6. [Reporting paper]() Recorded evaluation configuration: {"privacy":"non-DP"}. This record does not assert independent reproduction. ### Naive Average Accuracy (AA): 9.55. Result ID: 69ef008847f34ce924d470c5. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"8","delta":"1e-5"}. This record does not assert independent reproduction. ### Naive Average Accuracy (AA): 9.35. Result ID: 69ef008847f34ce924d470c4. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"1","delta":"1e-5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.