# Online Class Incremental Learning on CIFAR-100 Source: [Online Class Incremental Learning on CIFAR-100]() Collection index: [llms.txt]() Data updated: 2026-04-16T06:43:47.115Z Evaluation of model performance on the CIFAR-100 dataset under an Online Class-Incremental Learning setting, measured by Average 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 | Online Class Incremental Learning | | Dataset (including any stated split) | CIFAR-100 | | Metric | Average Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Average Accuracy | Result date | Report paper | | --- | --- | --- | --- | | OTC | 56.5 | Not recorded | 68fa6e1b1e209131cea3dd51 | | MOSE | 54.5 | Not recorded | 68fa6e1b1e209131cea3dd51 | | BiC+AC | 54.2 | Not recorded | 68fa6e1b1e209131cea3dd51 | | GSA | 49.7 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OTC | 48.5 | Not recorded | 68fa6e1b1e209131cea3dd51 | | BiC+AC | 47.3 | Not recorded | 68fa6e1b1e209131cea3dd51 | | MOSE | 45.1 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OCM | 42.2 | Not recorded | 68fa6e1b1e209131cea3dd51 | | SBS | 42.1 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OnPro | 41.8 | Not recorded | 68fa6e1b1e209131cea3dd51 | | GSA | 39.7 | Not recorded | 68fa6e1b1e209131cea3dd51 | | ER | 39.4 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OTC | 36.8 | Not recorded | 68fa6e1b1e209131cea3dd51 | | BiC+AC | 36.1 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OnPro | 35.9 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OCM | 35.7 | Not recorded | 68fa6e1b1e209131cea3dd51 | | MOSE | 35.1 | Not recorded | 68fa6e1b1e209131cea3dd51 | | SBS | 34.2 | Not recorded | 68fa6e1b1e209131cea3dd51 | | ER | 31.9 | Not recorded | 68fa6e1b1e209131cea3dd51 | | GSA | 31.4 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OnPro | 30 | Not recorded | 68fa6e1b1e209131cea3dd51 | | OCM | 28 | Not recorded | 68fa6e1b1e209131cea3dd51 | | ASER | 27.1 | Not recorded | 68fa6e1b1e209131cea3dd51 | | SBS | 26.3 | Not recorded | 68fa6e1b1e209131cea3dd51 | | ER | 24.5 | Not recorded | 68fa6e1b1e209131cea3dd51 | | CoPE | 23.6 | Not recorded | 68fa6e1b1e209131cea3dd51 | | CoPE | 16.8 | Not recorded | 68fa6e1b1e209131cea3dd51 | | ASER | 16.4 | Not recorded | 68fa6e1b1e209131cea3dd51 | | CoPE | 14.6 | Not recorded | 68fa6e1b1e209131cea3dd51 | | ASER | 12.2 | Not recorded | 68fa6e1b1e209131cea3dd51 | ### OTC Average Accuracy: 56.5. Result ID: 69e0850b47f34ce924c92eac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### MOSE Average Accuracy: 54.5. Result ID: 69e0850b47f34ce924c92ea3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### BiC+AC Average Accuracy: 54.2. Result ID: 69e0850b47f34ce924c92ea9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### GSA Average Accuracy: 49.7. Result ID: 69e0850b47f34ce924c92e9d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### OTC Average Accuracy: 48.5. Result ID: 69e0850b47f34ce924c92eab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### BiC+AC Average Accuracy: 47.3. Result ID: 69e0850b47f34ce924c92ea8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### MOSE Average Accuracy: 45.1. Result ID: 69e0850b47f34ce924c92ea2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### OCM Average Accuracy: 42.2. Result ID: 69e0850b47f34ce924c92e9a. [Reporting paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### SBS Average Accuracy: 42.1. Result ID: 69e0850b47f34ce924c92ea6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### OnPro Average Accuracy: 41.8. Result ID: 69e0850b47f34ce924c92ea0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### GSA Average Accuracy: 39.7. Result ID: 69e0850b47f34ce924c92e9c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### ER Average Accuracy: 39.4. Result ID: 69e0850b47f34ce924c92e91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### OTC Average Accuracy: 36.8. Result ID: 69e0850b47f34ce924c92eaa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### BiC+AC Average Accuracy: 36.1. Result ID: 69e0850b47f34ce924c92ea7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### OnPro Average Accuracy: 35.9. Result ID: 69e0850b47f34ce924c92e9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### OCM Average Accuracy: 35.7. Result ID: 69e0850b47f34ce924c92e99. [Reporting paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### MOSE Average Accuracy: 35.1. Result ID: 69e0850b47f34ce924c92ea1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### SBS Average Accuracy: 34.2. Result ID: 69e0850b47f34ce924c92ea5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### ER Average Accuracy: 31.9. Result ID: 69e0850b47f34ce924c92e90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### GSA Average Accuracy: 31.4. Result ID: 69e0850b47f34ce924c92e9b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### OnPro Average Accuracy: 30. Result ID: 69e0850b47f34ce924c92e9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### OCM Average Accuracy: 28. Result ID: 69e0850b47f34ce924c92e98. [Reporting paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### ASER Average Accuracy: 27.1. Result ID: 69e0850b47f34ce924c92e94. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### SBS Average Accuracy: 26.3. Result ID: 69e0850b47f34ce924c92ea4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### ER Average Accuracy: 24.5. Result ID: 69e0850b47f34ce924c92e8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### CoPE Average Accuracy: 23.6. Result ID: 69e0850b47f34ce924c92e97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"5k"}. This record does not assert independent reproduction. ### CoPE Average Accuracy: 16.8. Result ID: 69e0850b47f34ce924c92e96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. ### ASER Average Accuracy: 16.4. Result ID: 69e0850b47f34ce924c92e92. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### CoPE Average Accuracy: 14.6. Result ID: 69e0850b47f34ce924c92e95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"1k"}. This record does not assert independent reproduction. ### ASER Average Accuracy: 12.2. Result ID: 69e0850b47f34ce924c92e93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory buffer size (M)":"2k"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.