ResearchDatasetsImageNet → CUBImageNet → CUBFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsFew-shot classificationmini-ImageNet → CUB (test)80.92Accuracy (5-shot)Few-shot classification on CUB (test) (Meta-trained on Mini-ImageNet) performance trend825-way Cross-domain Classificationmini-ImageNet -> CUB cross-domain (test)58.86Accuracy42Few-shot ClassificationMiniImageNet -> CUB 5-way 5-shot cross-domain (test)70.79Accuracy15
Few-shot classificationmini-ImageNet → CUB (test)80.92Accuracy (5-shot)Few-shot classification on CUB (test) (Meta-trained on Mini-ImageNet) performance trend82