Fine-Grained Image Classification on CUB-200-2011

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	PIM	92.8	Yes	A Novel Plug-in Module for Fine-Grained Visual C...	2022-02-08	Code
2	CAP	91.8	No	Context-aware Attentional Pooling (CAP) for Fine...	2021-01-17	Code
3	IELT	91.8	No	0/1 Deep Neural Networks via Block Coordinate De...	2022-06-19	-
4	SFETrans	91.8	No	-	-	-
5	TransFG	91.7	No	TransFG: A Transformer Architecture for Fine-gra...	2021-03-14	Code
6	SWAG (ViT H/14)	91.7	Yes	Revisiting Weakly Supervised Pre-Training of Vis...	2022-01-20	Code
7	ViT-NeT	91.7	No	-	-	Code
8	FFVT	91.6	No	Feature Fusion Vision Transformer for Fine-Grain...	2021-07-06	Code
9	DATL	91.2	Yes	Domain Adaptive Transfer Learning on Visual Atte...	2020-10-06	-
10	CAL	90.6	No	Counterfactual Attention Learning for Fine-Grain...	2021-08-19	Code
11	TBMSL-Net	89.6	No	Multi-branch and Multi-scale Attention Learning ...	2020-03-20	Code
12	FBSD	89.5	No	Feature Boosting, Suppression, and Diversificati...	2021-03-04	Code
13	WS-DAN	89.4	No	See Better Before Looking Closer: Weakly Supervi...	2019-01-26	Code
14	ELP	88.8	No	-	-	Code
15	MPN-COV	88.7	No	Towards Faster Training of Global Covariance Poo...	2017-12-04	Code
16	FixSENet-154	88.7	No	Fixing the train-test resolution discrepancy	2019-06-14	Code
17	ResNet-50	88.59	No	PCNN: Probable-Class Nearest-Neighbor Explanatio...	2023-08-25	Code
18	DenseNet161+MM+FRL	88.5	No	Learning Class Unique Features in Fine-Grained V...	2020-11-22	-
19	LIO	88	No	Look-into-Object: Self-supervised Structure Mode...	2020-03-31	Code
20	TASN	87.9	No	Looking for the Devil in the Details: Learning T...	2019-03-14	Code
21	Nts-Net	87.5	No	-	-	Code
22	DFL-CNN	87.4	No	Learning a Discriminative Filter Bank within a C...	2016-11-29	Code
23	PC	86.9	No	Pairwise Confusion for Fine-Grained Visual Class...	2017-05-22	Code
24	MACNN	86.5	No	-	-	Code
25	Basel.+LSRO	84.4	No	Unlabeled Samples Generated by GAN Improve the P...	2017-01-26	Code
26	BYOL+CVSA (ResNet-50)	77.1	No	Exploring Localization for Self-supervised Fine-...	2021-06-30	Code
27	Deformable Part Descriptors	50.98	No	-	-	-