5-way Few-Shot Classification on MiniImageNet (1, 5, 20, 50-shot evaluation) benchmark leaderboard · SOTA2 Research

5-way Few-Shot Classification on MiniImageNet (1, 5, 20, 50-shot evaluation)

48.12Acc (1-shot)HMS (Ours)

Evaluation Results

Method	Links
HMS (Ours)2020.11		48.12	65.33	73.31	75.49
Baseline (Ours)2020.11		47.43	64.11	72.52	74.72
TSP-Head (Ours)2020.11		47.35	65.1	74.45	77.03
CUMCA2020.11		45.35	60.39	67.15	70.64
ProtoCLR2020.11		44.89	63.35	72.27	74.31
CACTUS2020.11		44.47	58.24	65.15	67.08
Vanilla2020.11		43.01	57.94	65.46	67.62
Meta-GMVAE2020.11		42.82	55.73	63.14	68.26
SimCLR2020.11		42.09	55.86	62.17	63.86
MoCo-v22020.11		41.97	55	60.59	62.31
CUMCA2020.11		41.12	54.55	64.45	70.79
MoCHi2020.11		40.81	55.28	62.89	65.11
ULDA2020.11		40.63	55.41	63.16	65.2
UMTRA2020.11		39.93	50.73	61.11	67.15
CACTUS2020.11		39.9	53.97	63.84	69.64
AAL2020.11		37.67	40.29	—	—
UFLST2020.11		33.77	45.03	53.35	56.72