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SotA/Methodology/Continual Learning/Tiny-ImageNet (10tasks)

Continual Learning on Tiny-ImageNet (10tasks)

Metric: Average Accuracy (higher is better)

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#Model↕Average Accuracy▼AugmentationsPaperDate↕Code
1ALTA-ViTB/1689.8No--Code
2ALTA-RN50x484.73No--Code
3ALTA-RN10183.35No--Code
4ALTA-RN5081.07No--Code
5SNCL52.85NoLearning Bayesian Sparse Networks with Full Expe...2022-02-21-
6DER [buzzega2020dark]51.78NoLearning Bayesian Sparse Networks with Full Expe...2022-02-21-
7ER[riemer2018learning]48.64NoLearning Bayesian Sparse Networks with Full Expe...2022-02-21-
8iCaRL [rebuffi2017icarl]31.55NoLearning Bayesian Sparse Networks with Full Expe...2022-02-21-
9A-GEM [chaudhry2018efficient]25.33NoLearning Bayesian Sparse Networks with Full Expe...2022-02-21-