5-way few-shot classification on tieredImageNet (test) benchmark leaderboard · SOTA2 Research

5-way few-shot classification on tieredImageNet (test)

83.5Accuracy (1-shot)PMCE

Evaluation Results

Method	Links
PMCE2026.01		83.5	—	95.03
PMCE2026.01		83.13	—	93.23
TDO2026.01		82.68	—	90.85
SemFew-Trans2026.01		82.37	—	89.89
SYNTRANS2026.01		79.69	—	87.78
ImprovedMAP2026.01		79.26	—	90.41
BMI2026.01		78.37	—	86.3
SP-CLIP2026.01		78.03	—	88.55
CPEA2026.01		76.93	—	90.12
PBML2026.01		76.73	—	90.11
SP-Glove2026.01		74.68	—	88.64
MAVSI2026.01		74.61	—	87.45
PRSN2026.01		74.14	—	88.54
SeFeat2026.01		73.63	—	87.59
SP-SBERT2026.01		73.31	—	88.56
FGFL2026.01		73.21	—	87.21
MCNet2026.01		73.14	—	87.16
SRE-ProtoNet*2026.01		73.02	—	87.78
SEVPro2026.01		72.77	—	84.04
SEGA2026.01		72.18	—	84.28
Cads2026.01		72.04	—	86.47
AM32026.01		69.08	—	82.58
MatchNet2026.01		68.5	—	80.6
KTN2026.01		63.43	—	74.32
RelationNet2026.01		54.48	—	71.32
ProtoNet2026.01		53.31	—	72.69
EPNet2022.09		—	72.2	—
EPNet2022.09		—	82.1	—
LST2022.09		—	73.5	—
LST2022.09		—	83.4	—
MS k-Means2022.09		—	51.4	—
MS k-Means2022.09		—	69.1	—
MUSIC2022.09		—	79.69	—
MUSIC2022.09		—	88.5	—
PLCM2022.09		—	79.1	—
PLCM2022.09		—	87.8	—
TPN2022.09		—	53.5	—
TPN2022.09		—	69.9	—
TPN with MTL2022.09		—	71.5	—
TPN with MTL2022.09		—	82.7	—