Graph Matching On Willow Object Class

評価指標

matching accuracy

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

		Paper Title
COMMON	0.9910	Graph Matching with Bi-level Noisy Correspondence
GANN-MGM	0.9906	Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning
URL	0.989	Universe Points Representation Learning for Partial Multi-Graph Matching
CREAM	0.988	Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining
Direct-MGM	0.987	Learning Constrained Structured Spaces with Application to Multi-Graph Matching
GMT-BBGM	0.9813	GMTR: Graph Matching Transformers
Direct-2HGM	0.981	Learning Constrained Structured Spaces with Application to Multi-Graph Matching
qc-DGM2	0.977	Deep Graph Matching under Quadratic Constraint
NGM-v2	0.9754	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
BBGM	0.9718	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers
GCAN	0.9700	Graph-Context Attention Networks for Size-Varied Deep Graph Matching
HNN-HM	0.968	Hypergraph Neural Networks for Hypergraph Matching
GAMnet	0.9662	GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network
EAGM	0.965	Adaptive Edge Attention for Graph Matching with Outliers
qc-DGM1	0.960	Deep Graph Matching under Quadratic Constraint
GLMNet	0.924	GLMNet: Graph Learning-Matching Networks for Feature Matching
IPCA-GM	0.9006	Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach.
NGM	0.8530	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
GMN	0.7934	Deep Learning of Graph Matching
NGMv2-AFAT-I	-	Deep Learning of Partial Graph Matching via Differentiable Top-K

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Graph Matching On Willow Object Class

評価指標

評価結果