UNEM-Gaussian

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

Few-Shot LearningonMini-ImageNet - 10-Shot Learning
Accuracy· 2024-12-21
65.7
SOTA
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning arXiv:2412.16739
Few-Shot LearningontieredImageNet - 5-shot
Accuracy· 2024-12-21
52.3
SOTA
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning arXiv:2412.16739
Few-Shot LearningonMini-ImageNet - 20-Shot Learning
Accuracy· 2024-12-21
73.2
SOTA
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning arXiv:2412.16739
Meta-LearningonMini-ImageNet - 10-Shot Learning
Accuracy· 2024-12-21
65.7
SOTA
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning arXiv:2412.16739
Meta-LearningontieredImageNet - 5-shot
Accuracy· 2024-12-21
52.3
SOTA
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning arXiv:2412.16739
Meta-LearningonMini-ImageNet - 20-Shot Learning
Accuracy· 2024-12-21
73.2
SOTA
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning arXiv:2412.16739