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ResearchFormerly WizWand

Few-Shot Classification on Cars (test)

97.6AccuracyCausalFSFG
26.370444.862763.35581.8473Mar 15, 2022Oct 31, 2022Jun 18, 2023Feb 3, 2024Sep 20, 2024May 8, 2025Dec 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CausalFSFGPublished In=-, Backbone=ResNet-12, Shot=5-shot2025.1297.6
Bi-FRNPublished In=AAAI 2023, Backbone=ResNet-12, Shot=5-shot2025.1297.49
FRN+TDMPublished In=CVPR 2022, Backbone=ResNet-12, Shot=5-shot2025.1296.88
FRNPublished In=CVPR 2021, Backbone=ResNet-12, Shot=5-shot2025.1295.75
C2-NetPublished In=AAAI 2024, Backbone=ResNet-12, Shot=5-shot2025.1295.16
ProtoNetPublished In=NeurIPS 2017, Backbone=ResNet-12, Shot=5-shot2025.1295.08
RAsDPublished In=TMM 2024, Backbone=ResNet-12, Shot=5-shot2025.1295.01
CTXPublished In=NeurIPS 2020, Backbone=ResNet-12, Shot=5-shot2025.1292.63
DeepEMDPublished In=CVPR 2020, Backbone=ResNet-12, Shot=5-shot2025.1292.63
CausalFSFGPublished In=-, Backbone=ResNet-12, Shot=1-shot2025.1290.71
Bi-FRNPublished In=AAAI 2023, Backbone=ResNet-12, Shot=1-shot2025.1290.44
C2-NetPublished In=AAAI 2024, Backbone=ResNet-12, Shot=1-shot2025.1288.96
FRN+TDMPublished In=CVPR 2022, Backbone=ResNet-12, Shot=1-shot2025.1288.92
FRNPublished In=CVPR 2021, Backbone=ResNet-12, Shot=1-shot2025.1288.01
RAsDPublished In=TMM 2024, Backbone=ResNet-12, Shot=1-shot2025.1287.27
ProtoNetPublished In=NeurIPS 2017, Backbone=ResNet-12, Shot=1-shot2025.1285.46
CTXPublished In=NeurIPS 2020, Backbone=ResNet-12, Shot=1-shot2025.1285.03
DeepEMDPublished In=CVPR 2020, Backbone=ResNet-12, Shot=1-shot2025.1280.62
ATAShots=5, Way=52022.0349.14
FWT+wave-SANShots=5, Way=52022.0347.78
RelationNetShots=5, Way=52022.0337.33
ATAShots=1, Way=52022.0333.61
GNN+wave-SANShots=1, Way=52022.0333.55
MixStyleShots=1, Way=5, Reproduced=true2022.0333.39
GNNShots=1, Way=52022.0331.79
MatchingNetShots=1, Way=52022.0330.77
Gaussian NoiseShots=1, Way=5, Reproduced=true2022.0330.58
RelationNetShots=1, Way=52022.0329.11