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Graph Matching On Pascal Voc

Metrics

matching accuracy

Results

Performance results of various models on this benchmark

Paper Title
GMT-BBGM0.8411GMTR: Graph Matching Transformers
GMTR0.836GMTR: Graph Matching Transformers
COMMON0.8267Graph Matching with Bi-level Noisy Correspondence
GCAN0.8223Graph-Context Attention Networks for Size-Varied Deep Graph Matching
URL0.818Universe Points Representation Learning for Partial Multi-Graph Matching
CREAM0.814Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining
ASAR-GM0.8115Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond
GAMnet0.807GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network
NHGM-v20.8040Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
BBGM0.801Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers
EAGM0.705Adaptive Edge Attention for Graph Matching with Outliers
qc-DGM20.703Deep Graph Matching under Quadratic Constraint
qc-DGM10.693Deep Graph Matching under Quadratic Constraint
HNN-HM0.680Hypergraph Neural Networks for Hypergraph Matching
IPCA-GM0.6770Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach.
CIE-H0.6756Learning deep graph matching with channel-independent embedding and Hungarian attention
GLMNet0.675GLMNet: Graph Learning-Matching Networks for Feature Matching
IA-GM0.6658IA-GM: A Deep Bidirectional Learning Method for Graph Matching
NHGM0.6458Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
NGM0.6413Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
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