A Closer Look at Few-shot Classification

Benchmark Model Rank Results
few-shot-image-classification-on-dirichletBaseline ++#61:1 Accuracy: 60.4
few-shot-image-classification-on-dirichlet-1Baseline++#51:1 Accuracy: 79.7
few-shot-image-classification-on-dirichlet-2Baseline++#61:1 Accuracy: 68.0
few-shot-image-classification-on-dirichlet-3Baseline++#61:1 Accuracy: 84.2
few-shot-image-classification-on-dirichlet-4Baseline++#51:1 Accuracy: 69.4
few-shot-image-classification-on-dirichlet-5Baseline++#31:1 Accuracy: 87.5
few-shot-image-classification-on-mini-5Baseline++ (Chen et al., 2019)#11Accuracy: 33.04
few-shot-image-classification-on-mini-6Baseline++ (Chen et al., 2019)#5Accuracy: 62.04