# Incremental Image Classification on CIFAR-100 5 sequential splits @5 Source: [Incremental Image Classification on CIFAR-100 5 sequential splits @5]() Collection index: [llms.txt]() Data updated: 2026-06-24T07:05:36.064Z Evaluation of Incremental Image Classification performance on the CIFAR-100 dataset configured with 5 sequential splits, reporting Accuracy (ACC), Forgetting, and Forward Transfer (FWT). 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 | Incremental Image Classification | | Dataset (including any stated split) | CIFAR-100 5 sequential splits @5 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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. - [Forgetting](): Lower is better; unit: PERCENT. - [Forward Transfer (FWT)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Joint | 84.71 | Not recorded | 68fa7a471e209131cea82262 | | SEAL | 83.94 | Not recorded | 68fa7a471e209131cea82262 | | LWF | 83.21 | Not recorded | 68fa7a471e209131cea82262 | | SI | 82.55 | Not recorded | 68fa7a471e209131cea82262 | | EWC | 82.38 | Not recorded | 68fa7a471e209131cea82262 | | Naive | 81.32 | Not recorded | 68fa7a471e209131cea82262 | ### Joint Accuracy: 84.71. Result ID: 6a3b81a4fbc373592c433722. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEAL Accuracy: 83.94. Result ID: 6a3b81a4fbc373592c433726. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LWF Accuracy: 83.21. Result ID: 6a3b81a4fbc373592c433725. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SI Accuracy: 82.55. Result ID: 6a3b81a4fbc373592c433724. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EWC Accuracy: 82.38. Result ID: 6a3b81a4fbc373592c433723. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Naive Accuracy: 81.32. Result ID: 6a3b81a4fbc373592c433721. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.