Few-shot Image Classification on FC100 benchmark leaderboard · SOTA2 Research

Few-shot Image Classification on FC100

45.211-shot AccBECLR

Evaluation Results

Method	Links
BECLR2024.02		45.21	60.02
MSENet2024.09		44.78	66.27
RFS2024.09		44.6	60.9
MML2021.03		44.43	59.56
PEAG2021.03		43.99	56.47
SSFormers2024.09		43.72	58.92
MDM-Net2024.09		43.62	57.41
LSFSL2024.09		43.6	60.12
Fine-tuning2021.03		43.16	57.57
MABAS2021.03		42.31	57.56
DC2024.09		42.04	57.63
Barlow Twins + DSA2024.09		41.42	55.47
MeaOptNet2021.03		41.1	55.5
Metaopt Net2024.09		41.1	55.5
SimpleShot2024.09		40.13	53.63
TADAM2021.03		40.1	56.1
TADAM2024.09		40.1	56.1
Deep Eigenmaps2024.02		39.7	57.9
Cosine Classifier2024.09		38.47	57.67
Barlow Twins2024.02		37.9	54.1
HMS2024.02		37.88	53.68
P-Net2024.09		37.8	53.3
MoCo v22024.02		37.7	53.2
MoCHi2024.02		37.51	48.95
Prototypical Networks2021.03		37.5	52.5
BYOL2024.02		37.2	52.8
LF2CS2024.02		37.2	52.8
Meta-GMVAE2024.02		36.3	49.7
SimCLR2024.02		36.2	49.9
Prototypical Networks2021.03		35.3	48.6
CUMCA2024.02		33	47.41