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Graph Matching On Spair 71K

Metrics

matching accuracy

Results

Performance results of various models on this benchmark

Model Name
matching accuracy
Paper TitleRepository
GMTR0.832GMTR: Graph Matching Transformers
NGM-v20.8067Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
NGM0.6887Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching
GCAN0.8210Graph-Context Attention Networks for Size-Varied Deep Graph Matching
BBGM0.8215Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers
CREAM0.851Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining
COMMON0.8454Graph Matching with Bi-level Noisy Correspondence
GMT-BBGM0.8296GMTR: Graph Matching Transformers
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