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Models/RFS+MLP

RFS+MLP

Reported on 12 benchmarks across 3 tasks · 1 paper

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

Methodology8 results

Few-Shot LearningonChestX
5 shot· 2023-12-15
26
best: 26.24 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Few-Shot LearningonEuroSAT
5 shot· 2023-12-15
78.13
best: 91.64 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Few-Shot LearningonISIC2018
5 shot· 2023-12-15
46.33
best: 53.05 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Few-Shot LearningonCropDisease
5 shot· 2023-12-15
89.68
best: 96.51 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Meta-LearningonChestX
5 shot· 2023-12-15
26
best: 26.24 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Meta-LearningonEuroSAT
5 shot· 2023-12-15
78.13
best: 91.64 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Meta-LearningonISIC2018
5 shot· 2023-12-15
46.33
best: 53.05 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Meta-LearningonCropDisease
5 shot· 2023-12-15
89.68
best: 96.51 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589

Computer Vision4 results

Cross-Domain Few-ShotonChestX
5 shot· 2023-12-15
26
best: 26.24 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Cross-Domain Few-ShotonEuroSAT
5 shot· 2023-12-15
78.13
best: 91.64 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Cross-Domain Few-ShotonISIC2018
5 shot· 2023-12-15
46.33
best: 53.05 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589
Cross-Domain Few-ShotonCropDisease
5 shot· 2023-12-15
89.68
best: 96.51 (StyleAdv-FT)
Improving Cross-domain Few-shot Classification with Multilayer Perceptron arXiv:2312.09589