Graph Matching On Pascal Voc

评估指标

matching accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
GMT-BBGM	0.8411	GMTR: Graph Matching Transformers
GMTR	0.836	GMTR: Graph Matching Transformers
COMMON	0.8267	Graph Matching with Bi-level Noisy Correspondence
GCAN	0.8223	Graph-Context Attention Networks for Size-Varied Deep Graph Matching	-
URL	0.818	Universe Points Representation Learning for Partial Multi-Graph Matching	-
CREAM	0.814	Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining	-
ASAR-GM	0.8115	Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond	-
GAMnet	0.807	GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network	-
NHGM-v2	0.8040	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
BBGM	0.801	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers
EAGM	0.705	Adaptive Edge Attention for Graph Matching with Outliers	-
qc-DGM2	0.703	Deep Graph Matching under Quadratic Constraint
qc-DGM1	0.693	Deep Graph Matching under Quadratic Constraint
HNN-HM	0.680	Hypergraph Neural Networks for Hypergraph Matching	-
IPCA-GM	0.6770	Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach.	-
CIE-H	0.6756	Learning deep graph matching with channel-independent embedding and Hungarian attention	-
GLMNet	0.675	GLMNet: Graph Learning-Matching Networks for Feature Matching	-
IA-GM	0.6658	IA-GM: A Deep Bidirectional Learning Method for Graph Matching	-
NHGM	0.6458	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
NGM	0.6413	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching

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