Image Classification on ImageNet-100 (TEMI Split)

Metric: All accuracy (50% Labeled) (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	All accuracy (50% Labeled)▼	Extra Data	Paper	Date↕	Code
1	SimGCD (ViT-B-16)	83.6	No	Parametric Classification for Generalized Catego...	2022-11-21	Code
2	OpenLDN (ResNet-50)	79.1	No	OpenLDN: Learning to Discover Novel Classes for ...	2022-07-05	Code
3	ORCA (ResNet-50)	77.8	No	Open-World Semi-Supervised Learning	2021-02-06	Code
4	GCD (ViT-B-16)	74.1	No	Generalized Category Discovery	2022-01-07	Code

#1SimGCD (ViT-B-16)SOTA
83.6
All accuracy (50% Labeled)· 2022-11-21
Parametric Classification for Generalized Category Discovery: A Baseline Study Code
#2OpenLDN (ResNet-50)SOTA
79.1
All accuracy (50% Labeled)· 2022-07-05
OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning Code
#3ORCA (ResNet-50)SOTA
77.8
All accuracy (50% Labeled)· 2021-02-06
Open-World Semi-Supervised Learning Code
#4GCD (ViT-B-16)
74.1
All accuracy (50% Labeled)· 2022-01-07
Generalized Category Discovery Code