# Offline Task-Incremental Continual Learning on CIFAR-100 Sequential Source: [Offline Task-Incremental Continual Learning on CIFAR-100 Sequential]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:16.230Z Evaluation of model performance under an Offline Task-Incremental Continual Learning setting using the CIFAR-100 Sequential 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 | Offline Task-Incremental Continual Learning | | Dataset (including any stated split) | CIFAR-100 Sequential | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | GCR | 80.22 | Not recorded | 68fa6c591e209131cea337bf | | DER | 78.73 | Not recorded | 68fa6c591e209131cea337bf | | GEM | 74.93 | Not recorded | 68fa6c591e209131cea337bf | | ER | 74.67 | Not recorded | 68fa6c591e209131cea337bf | | DER | 71.73 | Not recorded | 68fa6c591e209131cea337bf | | GCR | 71.64 | Not recorded | 68fa6c591e209131cea337bf | | iCaRL | 67.95 | Not recorded | 68fa6c591e209131cea337bf | | GSS | 66.88 | Not recorded | 68fa6c591e209131cea337bf | | GEM | 66.31 | Not recorded | 68fa6c591e209131cea337bf | | ER | 66.23 | Not recorded | 68fa6c591e209131cea337bf | | GCR | 64.24 | Not recorded | 68fa6c591e209131cea337bf | | DER | 63.09 | Not recorded | 68fa6c591e209131cea337bf | | GSS | 60.28 | Not recorded | 68fa6c591e209131cea337bf | | ER | 60.19 | Not recorded | 68fa6c591e209131cea337bf | | GEM | 58.84 | Not recorded | 68fa6c591e209131cea337bf | | iCaRL | 58.16 | Not recorded | 68fa6c591e209131cea337bf | | GSS | 55.38 | Not recorded | 68fa6c591e209131cea337bf | | iCaRL | 51.43 | Not recorded | 68fa6c591e209131cea337bf | ### GCR Accuracy: 80.22. Result ID: 698f085d3a6c314849f5193c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"2000"}. This record does not assert independent reproduction. ### DER Accuracy: 78.73. Result ID: 698f085d3a6c314849f51939. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"K (Memory Size)":"2000"}. This record does not assert independent reproduction. ### GEM Accuracy: 74.93. Result ID: 698f085d3a6c314849f51930. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"2000"}. This record does not assert independent reproduction. ### ER Accuracy: 74.67. Result ID: 698f085d3a6c314849f5192d. [Reporting paper]() Recorded evaluation configuration: {"K (Memory Size)":"2000"}. This record does not assert independent reproduction. ### DER Accuracy: 71.73. Result ID: 698f085d3a6c314849f51938. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"K (Memory Size)":"500"}. This record does not assert independent reproduction. ### GCR Accuracy: 71.64. Result ID: 698f085d3a6c314849f5193b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"500"}. This record does not assert independent reproduction. ### iCaRL Accuracy: 67.95. Result ID: 698f085d3a6c314849f51936. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"2000"}. This record does not assert independent reproduction. ### GSS Accuracy: 66.88. Result ID: 698f085d3a6c314849f51933. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"2000"}. This record does not assert independent reproduction. ### GEM Accuracy: 66.31. Result ID: 698f085d3a6c314849f5192f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"500"}. This record does not assert independent reproduction. ### ER Accuracy: 66.23. Result ID: 698f085d3a6c314849f5192c. [Reporting paper]() Recorded evaluation configuration: {"K (Memory Size)":"500"}. This record does not assert independent reproduction. ### GCR Accuracy: 64.24. Result ID: 698f085d3a6c314849f5193a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"200"}. This record does not assert independent reproduction. ### DER Accuracy: 63.09. Result ID: 698f085d3a6c314849f51937. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"K (Memory Size)":"200"}. This record does not assert independent reproduction. ### GSS Accuracy: 60.28. Result ID: 698f085d3a6c314849f51932. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"500"}. This record does not assert independent reproduction. ### ER Accuracy: 60.19. Result ID: 698f085d3a6c314849f5192b. [Reporting paper]() Recorded evaluation configuration: {"K (Memory Size)":"200"}. This record does not assert independent reproduction. ### GEM Accuracy: 58.84. Result ID: 698f085d3a6c314849f5192e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"200"}. This record does not assert independent reproduction. ### iCaRL Accuracy: 58.16. Result ID: 698f085d3a6c314849f51935. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"500"}. This record does not assert independent reproduction. ### GSS Accuracy: 55.38. Result ID: 698f085d3a6c314849f51931. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"200"}. This record does not assert independent reproduction. ### iCaRL Accuracy: 51.43. Result ID: 698f085d3a6c314849f51934. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K (Memory Size)":"200"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.