# Incremental Image Classification on ImageNet-16-120 @5 (sequential splits) Source: [Incremental Image Classification on ImageNet-16-120 @5 (sequential splits)]() Collection index: [llms.txt]() Data updated: 2026-06-24T07:05:36.091Z Evaluation of model performance on the ImageNet-16-120 dataset configured with 5 sequential splits under an Incremental Image Classification setting, 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) | ImageNet-16-120 @5 (sequential splits) | | 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 | | --- | --- | --- | --- | | LWF | 53.02 | Not recorded | 68fa7a471e209131cea82262 | | SEAL | 52.45 | Not recorded | 68fa7a471e209131cea82262 | | Joint | 51.84 | Not recorded | 68fa7a471e209131cea82262 | | EWC | 51.75 | Not recorded | 68fa7a471e209131cea82262 | | Naive | 51.71 | Not recorded | 68fa7a471e209131cea82262 | | SI | 51.39 | Not recorded | 68fa7a471e209131cea82262 | ### LWF Accuracy: 53.02. Result ID: 6a3b81a4fbc373592c43372b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEAL Accuracy: 52.45. Result ID: 6a3b81a4fbc373592c43372c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Joint Accuracy: 51.84. Result ID: 6a3b81a4fbc373592c433728. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EWC Accuracy: 51.75. Result ID: 6a3b81a4fbc373592c433729. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Naive Accuracy: 51.71. Result ID: 6a3b81a4fbc373592c433727. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SI Accuracy: 51.39. Result ID: 6a3b81a4fbc373592c43372a. [Reporting paper]() [Method origin 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.