# Incremental Image Classification on ImageNet-100 (test) Source: [Incremental Image Classification on ImageNet-100 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:23.775Z Evaluation of Incremental Image Classification performance on the test split of the ImageNet-100 dataset, reporting Top-1 and Top-5 average and last accuracies. 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-100 (test) | | Metric | Top-5 Avg Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Top-5 Avg Acc](): Higher is better; unit: PERCENT. - [Top-1 Avg Acc](): Higher is better; unit: PERCENT. - [Top-1 Last Acc](): Higher is better; unit: PERCENT. - [Top-5 Last Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-5 Avg Acc | Result date | Report paper | | --- | --- | --- | --- | | ResNet18 joint | 95.1 | Not recorded | 68fa6d351e209131cea386d9 | | DyTox++ | 94.4 | Not recorded | 68fa6d351e209131cea386d9 | | DyTox+ | 93.72 | Not recorded | 68fa6d351e209131cea386d9 | | Transf. joint | 93.48 | Not recorded | 68fa6d351e209131cea386d9 | | DER w/o P | 93.23 | Not recorded | 68fa6d351e209131cea386d9 | | DyTox | 92.04 | Not recorded | 68fa6d351e209131cea386d9 | | WA | 91 | Not recorded | 68fa6d351e209131cea386d9 | ### ResNet18 joint Top-5 Avg Acc: 95.1. Result ID: 698f83733a6c314849f98eff. [Reporting paper]() Recorded evaluation configuration: {"Number of Parameters (M)":"11.22"}. This record does not assert independent reproduction. ### DyTox++ Top-5 Avg Acc: 94.4. Result ID: 698f83733a6c314849f98f05. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of Parameters (M)":"11.01"}. This record does not assert independent reproduction. ### DyTox+ Top-5 Avg Acc: 93.72. Result ID: 698f83733a6c314849f98f04. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of Parameters (M)":"11.01"}. This record does not assert independent reproduction. ### Transf. joint Top-5 Avg Acc: 93.48. Result ID: 698f83733a6c314849f98f00. [Reporting paper]() Recorded evaluation configuration: {"Number of Parameters (M)":"11.00"}. This record does not assert independent reproduction. ### DER w/o P Top-5 Avg Acc: 93.23. Result ID: 698f83733a6c314849f98f02. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of Parameters (M)":"112.27"}. This record does not assert independent reproduction. ### DyTox Top-5 Avg Acc: 92.04. Result ID: 698f83733a6c314849f98f03. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of Parameters (M)":"11.01"}. This record does not assert independent reproduction. ### WA Top-5 Avg Acc: 91. Result ID: 698f83733a6c314849f98f01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Parameters (M)":"11.22"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.