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Few-shot Image Classification on AIDER subset simulation

79.4Average Accuracy (AA)

HC-Transformer

Updated 19d ago

Evaluation Results

Method	Links
HC-Transformer 2025.10		79.4	82.5
FSDM 2025.10		78.5	81.8
ABHFA-Net 2025.10		78.3	81.4
SSL-ViT-16 2025.10		77.2	80.7
GL-ViT 2025.10		76.8	80.1
RelationNet 2025.10		75.9	79.4
HELA-VFA 2025.10		75.7	78.8
ProtoNet 2025.10		73.8	77.8
SimpleShot 2025.10		73.8	76.5
MatchingNet 2025.10		73.2	76.1
CVAE 2025.10		73.1	77.6
VFA-Net 2025.10		71.2	75.5
ABHFA-Net 2025.10		68.2	72.2
FSDM 2025.10		68	71.9
HC-Transformer 2025.10		67.8	71.8
HELA-VFA 2025.10		67.7	70.5
TIM 2025.10		67.2	71.2
SSL-ViT-16 2025.10		66.9	71.1
GL-ViT 2025.10		66.7	70.8
CVAE 2025.10		66.2	70.2
Wasserstein VI 2025.10		66.1	69.6
Triplet Network 2025.10		65.3	68.3
Prototype FT 2025.10		64.3	68.7
VFA-Net 2025.10		64.2	67.5
Transductive FT 2025.10		63.5	67.4
Wasserstein VI 2025.10		62.7	64.4
Siamese Network 2025.10		62.2	65.3
BDCSPN 2025.10		61.8	65.6
TIM 2025.10		59.7	62.9
Prototype FT 2025.10		57.5	61.2
Transductive FT 2025.10		56.7	60.8
ProtoNet 2025.10		55.6	58.7
SimpleShot 2025.10		55.6	59.4
BDCSPN 2025.10		45.4	49.9
RelationNet 2025.10		44.4	48.3
MatchingNet 2025.10		36.2	41.5