5-way 5-shot Classification on tiered-ImageNet (test)

86.51Accuracy

UniSiam+dist

Updated 4d ago

Evaluation Results

Method	Links
UniSiam+dist 2022.07		86.51
RFS+dist 2022.07		86.03
Centroid Alignment 2022.07		85.97
UniSiam 2022.07		85.82
UniSiam+dist 2022.07		85.7
BML 2022.07		85.49
Robust+dist 2022.07		85.43
CC+Rot 2022.07		84.98
UniSiam+dist 2022.07		84.47
FEAT 2022.07		84.38
UniSiam 2022.07		84.12
UniSiam 2022.07		82.28
MetaOptNet 2022.07		81.56
LEO 2022.07		81.44
SimSiam 2022.07		81.4
SimCLR 2022.07		79.17
Oracle 2022.04		66.14
TraNFS-3 2022.04		55.12
TraNFS-2 2022.04		54.82
Similarity weighted prototypes (Cosine) 2022.04		52.72
Similarity weighted prototypes (Absolute) 2022.04		52.4
Spatial median prototypes (Median) 2022.04		51.91
Similarity weighted prototypes (Euclidean) 2022.04		51.9
RNNP 2022.04		50.91
Vanilla ProtoNet 2022.04		50.85
Baseline++ 2022.04		50.69
Linear Classifier 2022.04		46.7
Matching Networks 2022.04		46.13
Nearest k = 5 2022.04		42.17
MAML 2022.04		41.66
Nearest k = 3 2022.04		39.7
Nearest k = 1 2022.04		39.4