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ResearchFormerly WizWand

Few-shot Image Classification on Dogs (test)

90.07AccuracyCausalFSFG
69.592474.908780.22585.5413Dec 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CausalFSFGPublished In=-, Backbone=ResNet-12, Shot=5-shot2025.1290.07
FRN+TDMPublished In=CVPR 2022, Backbone=ResNet-12, Shot=5-shot2025.1289.85
FRNPublished In=CVPR 2021, Backbone=ResNet-12, Shot=5-shot2025.1288.74
Bi-FRNPublished In=AAAI 2023, Backbone=ResNet-12, Shot=5-shot2025.1288.27
C2-NetPublished In=AAAI 2024, Backbone=ResNet-12, Shot=5-shot2025.1287.65
ProtoNetPublished In=NeurIPS 2017, Backbone=ResNet-12, Shot=5-shot2025.1287.39
RAsDPublished In=TMM 2024, Backbone=ResNet-12, Shot=5-shot2025.1286.65
CTXPublished In=NeurIPS 2020, Backbone=ResNet-12, Shot=5-shot2025.1285.9
DeepEMDPublished In=CVPR 2020, Backbone=ResNet-12, Shot=5-shot2025.1285.24
CausalFSFGPublished In=-, Backbone=ResNet-12, Shot=1-shot2025.1278.79
FRN+TDMPublished In=CVPR 2022, Backbone=ResNet-12, Shot=1-shot2025.1278.02
Bi-FRNPublished In=AAAI 2023, Backbone=ResNet-12, Shot=1-shot2025.1276.89
FRNPublished In=CVPR 2021, Backbone=ResNet-12, Shot=1-shot2025.1276.76
C2-NetPublished In=AAAI 2024, Backbone=ResNet-12, Shot=1-shot2025.1275.5
ProtoNetPublished In=NeurIPS 2017, Backbone=ResNet-12, Shot=1-shot2025.1273.81
RAsDPublished In=TMM 2024, Backbone=ResNet-12, Shot=1-shot2025.1273.75
CTXPublished In=NeurIPS 2020, Backbone=ResNet-12, Shot=1-shot2025.1273.22
DeepEMDPublished In=CVPR 2020, Backbone=ResNet-12, Shot=1-shot2025.1270.38