Image Matching on PF-WILLOW

Metric: PCK (higher is better)

LeaderboardDataset

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#	Model↕	PCK▼	Extra Data	Paper	Date↕	Code
1	LDMCorrespondences	84.3	No	Unsupervised Semantic Correspondence Using Stabl...	2023-05-24	Code
2	VAT (ECCV)	81.6	No	Cost Aggregation with 4D Convolutional Swin Tran...	2022-07-22	Code
3	VAT	81	No	Cost Aggregation Is All You Need for Few-Shot Se...	2021-12-22	Code
4	CHM	79.4	No	Convolutional Hough Matching Networks	2021-03-31	Code
5	CATs	79.2	No	CATs: Cost Aggregation Transformers for Visual C...	2021-06-04	Code
6	SCOT	78.1	No	-	-	Code
7	DHPF	77.6	No	Learning to Compose Hypercolumns for Visual Corr...	2020-07-21	Code
8	HPF	76.3	No	Hyperpixel Flow: Semantic Correspondence with Mu...	2019-08-18	Code

#1LDMCorrespondencesSOTA
84.3
PCK· 2023-05-24
Unsupervised Semantic Correspondence Using Stable Diffusion Code
#2VAT (ECCV)SOTA
81.6
PCK· 2022-07-22
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Code
#3VATSOTA
81
PCK· 2021-12-22
Cost Aggregation Is All You Need for Few-Shot Segmentation Code
#4CHMSOTA
79.4
PCK· 2021-03-31
Convolutional Hough Matching Networks Code
#5CATs
79.2
PCK· 2021-06-04
CATs: Cost Aggregation Transformers for Visual Correspondence Code
#6SCOT
78.1
PCK
No paperCode
#7DHPFSOTA
77.6
PCK· 2020-07-21
Learning to Compose Hypercolumns for Visual Correspondence Code
#8HPFSOTA
76.3
PCK· 2019-08-18
Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features Code