# Cross-dataset Continual Learning on CIFAR100-I2C Transfer from ImageNet100 (test) Source: [Cross-dataset Continual Learning on CIFAR100-I2C Transfer from ImageNet100 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:30:06.788Z Evaluation of Cross-dataset Continual Learning performance where knowledge is transferred from ImageNet100 to CIFAR100, tested on the specific I2C transfer setup. 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 | Cross-dataset Continual Learning | | Dataset (including any stated split) | CIFAR100-I2C Transfer from ImageNet100 (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 20 of 20 | | 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. - [Forward Transfer (FT)](): Higher is better; unit: SCALAR. - [Last Task Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AttriCLIP | 82.3 | Not recorded | 68fa72911e209131cea57225 | | DualPrompt | 80.7 | Not recorded | 68fa72911e209131cea57225 | | DualPrompt | 74.7 | Not recorded | 68fa72911e209131cea57225 | | ARI | 74.5 | Not recorded | 68fa72911e209131cea57225 | | Continual-CLIP | 66.7 | Not recorded | 68fa72911e209131cea57225 | | CoOp | 61.1 | Not recorded | 68fa72911e209131cea57225 | | ARI | 59.9 | Not recorded | 68fa72911e209131cea57225 | | CoOp | 59 | Not recorded | 68fa72911e209131cea57225 | | iCaRL | 49.7 | Not recorded | 68fa72911e209131cea57225 | | iCaRL | 46.5 | Not recorded | 68fa72911e209131cea57225 | ### AttriCLIP Accuracy: 82.3. Result ID: 6992418c3a6c3148490dac8f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory":"0"}. This record does not assert independent reproduction. ### DualPrompt Accuracy: 80.7. Result ID: 6992418c3a6c3148490dac8d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory":"0","Expansion Scheme":"Method-1"}. This record does not assert independent reproduction. ### DualPrompt Accuracy: 74.7. Result ID: 6992418c3a6c3148490dac8e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory":"0","Expansion Scheme":"Method-2"}. This record does not assert independent reproduction. ### ARI Accuracy: 74.5. Result ID: 6992418c3a6c3148490dac8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory":"2000","Expansion Scheme":"Method-1"}. This record does not assert independent reproduction. ### Continual-CLIP Accuracy: 66.7. Result ID: 6992418c3a6c3148490dac8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory":"0"}. This record does not assert independent reproduction. ### CoOp Accuracy: 61.1. Result ID: 6992418c3a6c3148490dac88. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory":"1000","Expansion Scheme":"Method-1"}. This record does not assert independent reproduction. ### ARI Accuracy: 59.9. Result ID: 6992418c3a6c3148490dac8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory":"2000","Expansion Scheme":"Method-2"}. This record does not assert independent reproduction. ### CoOp Accuracy: 59. Result ID: 6992418c3a6c3148490dac89. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory":"1000","Expansion Scheme":"Method-2"}. This record does not assert independent reproduction. ### iCaRL Accuracy: 49.7. Result ID: 6992418c3a6c3148490dac86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory":"2000","Expansion Scheme":"Method-1"}. This record does not assert independent reproduction. ### iCaRL Accuracy: 46.5. Result ID: 6992418c3a6c3148490dac87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory":"2000","Expansion Scheme":"Method-2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.