fc100.md

title	layout
FC100	leaderboard

Fewshot-CIFAR100 Leaderboard (5-class)

Edit this leaderboard

Method	Venue	Year	Backbone	Setting	1-shot	5-shot	Code	Reported by
MetaOptNet	CVPR	2019	ResNet-12	Inductive	41.1 ± 0.6	55.5 ± 0.6	[PyTorch]	[Source]
MTL	CVPR	2019	ResNet-12	Inductive	45.1 ± 1.8	57.6 ± 0.9	[PyTorch]	[Source]
MAML	ICML	2017	4CONV	Inductive	38.1 ± 1.7	50.4 ± 1.0	[TensorFlow]	[Source]
TADAM	NeurIPS	2018	ResNet-12	Inductive	40.1 ± 0.4	56.1 ± 0.4	[TensorFlow]	[Source]
DeepEMD	CVPR	2020	ResNet-12	Inductive	46.47 ± 0.78	63.22 ± 0.71	[PyTorch]	[Source]
ProtoNets	NeurIPS	2017	ResNet-12	Inductive	41.54 ± 0.76	57.08 ± 0.76	[PyTorch]	[Source]
Dhillon et al.	ICLR	2020	WRN-28-10	Transductive	43.16 ± 0.59	57.57 ± 0.55	None	[Source]
SIB	ICLR	2020	WRN-28-10	Transductive	45.2	55.9	[PyTorch]	[Source]
DeepEMD v2	arXiv	2020	ResNet-12	Inductive	46.60 ± 0.26	63.22 ± 0.71	[PyTorch]	[Source]
E3BM	ECCV	2020	ResNet-12	Inductive	43.2 ± 0.3	60.2 ± 0.3	[PyTorch]	[Source]
E3BM	ECCV	2020	WRN-28-10	Transductive	46.0 ± 0.6	57.1 ± 0.4	[PyTorch]	[Source]
J. Kim et al.	ECCV	2020	ResNet-12	Inductive	42.31 ± 0.75	58.16 ± 0.78	[PyTorch]	[Source]
Centroid	ECCV	2020	ResNet-18	Inductive	45.83 ± 0.48	59.74 ± 0.56	[PyTorch]	[Source]
Y. Tian et al.	ECCV	2020	ResNet-12	Inductive	44.6 ± 0.7	60.9 ± 0.6	[PyTorch]	[Source]
F. Wu et al.	ECCV	2020	Capsule Network	Inductive	47.5 ± 0.9	59.8 ± 1.0	None	[Source]
ConstellationNet	ICLR	2021	ResNet-12	Inductive	43.8 ± 0.2	59.7 ± 0.2	None	[Source]