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ResearchFormerly WizWand

Image Classification on Brain Tumor MRI 4-way 5-shot (test)

99.51AccuracyAMSF-Net
80.977285.788690.695.4114Feb 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
AMSF-NetTrain shot=5-shot, Backbone=ViT-Base2026.0299.51
AMSF-NetTrain shot=1-shot, Backbone=ViT-Base2026.0299.33
Bi-FRNTrain shot=5-shot, Backbone=ResNet-122026.0298.33
Proto-NetTrain shot=1-shot, Backbone=ResNet-122026.0298.14
C2-NetTrain shot=5-shot, Backbone=Conv-42026.0298.13
C2-NetTrain shot=5-shot, Backbone=ResNet-122026.0298.1
FRNTrain shot=1-shot, Backbone=ResNet-122026.0298.09
Proto-NetTrain shot=5-shot, Backbone=ResNet-122026.0298.01
Bi-FRNTrain shot=1-shot, Backbone=ResNet-122026.0297.99
C2-NetTrain shot=1-shot, Backbone=Conv-42026.0297.98
Bi-FRNTrain shot=1-shot, Backbone=Conv-42026.0297.7
Bi-FRNTrain shot=5-shot, Backbone=Conv-42026.0297.69
FRNTrain shot=5-shot, Backbone=ResNet-122026.0297.6
Proto-NetTrain shot=5-shot, Backbone=ViT-Base2026.0297.4
Proto-NetTrain shot=1-shot, Backbone=ViT-Base2026.0296.57
FRNTrain shot=5-shot, Backbone=Conv-42026.0296.46
Proto-NetTrain shot=5-shot, Backbone=Conv-42026.0295.72
Proto-NetTrain shot=1-shot, Backbone=Conv-42026.0292.73
FRNTrain shot=1-shot, Backbone=Conv-42026.0290.75
C2-NetTrain shot=1-shot, Backbone=ResNet-122026.0281.69