Graph Matching on PASCAL VOC

Metric: matching accuracy (higher is better)

LeaderboardDataset

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Results

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#	Model↕	matching accuracy▼	Extra Data	Paper	Date↕	Code
1	GMT-BBGM	0.8411	No	GMTR: Graph Matching Transformers	2023-11-14	Code
2	GMTR	0.836	No	GMTR: Graph Matching Transformers	2023-11-14	Code
3	COMMON	0.8267	No	Graph Matching with Bi-level Noisy Correspondence	2022-12-08	Code
4	GCAN	0.8223	No	-	-	Code
5	URL	0.818	No	Universe Points Representation Learning for Part...	2022-12-01	-
6	CREAM	0.814	No	-	-	Code
7	ASAR-GM	0.8115	No	-	-	Code
8	GAMnet	0.807	No	-	-	-
9	NHGM-v2	0.804	No	Neural Graph Matching Network: Learning Lawler's...	2019-11-26	Code
10	BBGM	0.801	No	Deep Graph Matching via Blackbox Differentiation...	2020-03-25	Code
11	EAGM	0.705	No	-	-	Code
12	qc-DGM2	0.703	No	Deep Graph Matching under Quadratic Constraint	2021-03-11	Code
13	qc-DGM1	0.693	No	Deep Graph Matching under Quadratic Constraint	2021-03-11	Code
14	HNN-HM	0.68	No	-	-	Code
15	IPCA-GM	0.677	No	-	-	Code
16	CIE-H	0.6756	No	-	-	-
17	GLMNet	0.675	No	GLMNet: Graph Learning-Matching Networks for Fea...	2019-11-18	-
18	IA-GM	0.6658	No	-	-	-
19	NHGM	0.6458	No	Neural Graph Matching Network: Learning Lawler's...	2019-11-26	Code
20	NGM	0.6413	No	Neural Graph Matching Network: Learning Lawler's...	2019-11-26	Code
21	GMN	0.624	No	-	-	-
22	MGM3D	0.589	No	Joint Deep Multi-Graph Matching and 3D Geometry ...	2021-03-31	-

#1GMT-BBGMSOTA
0.8411
matching accuracy· 2023-11-14
GMTR: Graph Matching Transformers Code
#2GMTR
0.836
matching accuracy· 2023-11-14
GMTR: Graph Matching Transformers Code
#3COMMONSOTA
0.8267
matching accuracy· 2022-12-08
Graph Matching with Bi-level Noisy Correspondence Code
#4GCAN
0.8223
matching accuracy
No paperCode
#5URLSOTA
0.818
matching accuracy· 2022-12-01
Universe Points Representation Learning for Partial Multi-Graph Matching
#6CREAM
0.814
matching accuracy
No paperCode
#7ASAR-GM
0.8115
matching accuracy
No paperCode
#8GAMnet
0.807
matching accuracy
No paper
#9NHGM-v2SOTA
0.804
matching accuracy· 2019-11-26
Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching Code
#10BBGM
0.801
matching accuracy· 2020-03-25
Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers Code
#11EAGM
0.705
matching accuracy
No paperCode
#12qc-DGM2
0.703
matching accuracy· 2021-03-11
Deep Graph Matching under Quadratic Constraint Code
#13qc-DGM1
0.693
matching accuracy· 2021-03-11
Deep Graph Matching under Quadratic Constraint Code
#14HNN-HM
0.68
matching accuracy
No paperCode
#15IPCA-GM
0.677
matching accuracy
No paperCode
#16CIE-H
0.6756
matching accuracy
No paper
#17GLMNetSOTA
0.675
matching accuracy· 2019-11-18
GLMNet: Graph Learning-Matching Networks for Feature Matching
#18IA-GM
0.6658
matching accuracy
No paper
#19NHGM
0.6458
matching accuracy· 2019-11-26
Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching Code
#20NGM
0.6413
matching accuracy· 2019-11-26
Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching Code
#21GMN
0.624
matching accuracy
No paper
#22MGM3D
0.589
matching accuracy· 2021-03-31
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections