OpenCodePapers

graph-matching-on-willow-object-class

Graph Matching
Results over time
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Leaderboard
PaperCodematching accuracyF1 scoreModelNameReleaseDate
Graph Matching with Bi-level Noisy Correspondence✓ Link0.9910COMMON2022-12-08
Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning✓ Link0.9906GANN-MGM2020-12-01
Universe Points Representation Learning for Partial Multi-Graph Matching0.989URL2022-12-01
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining✓ Link0.988CREAM2024-03-25
Learning Constrained Structured Spaces with Application to Multi-Graph Matching✓ Link0.987Direct-MGM2022-05-03
GMTR: Graph Matching Transformers✓ Link0.9813GMT-BBGM2023-11-14
Learning Constrained Structured Spaces with Application to Multi-Graph Matching✓ Link0.981Direct-2HGM2022-05-03
Deep Graph Matching under Quadratic Constraint✓ Link0.977qc-DGM22021-03-11
Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching✓ Link0.9754NGM-v22019-11-26
Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers✓ Link0.9718BBGM2020-03-25
Graph-Context Attention Networks for Size-Varied Deep Graph Matching✓ Link0.9700GCAN2022-01-01
Hypergraph Neural Networks for Hypergraph Matching✓ Link0.968HNN-HM2021-01-01
GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network0.9662GAMnet2021-10-17
Adaptive Edge Attention for Graph Matching with Outliers✓ Link0.965EAGM2021-08-19
Deep Graph Matching under Quadratic Constraint✓ Link0.960qc-DGM12021-03-11
GLMNet: Graph Learning-Matching Networks for Feature Matching0.924GLMNet2019-11-18
Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach.✓ Link0.9006IPCA-GM2020-06-29
Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching✓ Link0.8530NGM2019-11-26
Deep Learning of Graph Matching0.7934GMN2018-06-01
Deep Learning of Partial Graph Matching via Differentiable Top-K✓ Link0.837GCAN-AFAT-I2023-01-01
Deep Learning of Partial Graph Matching via Differentiable Top-K✓ Link0.831NGMv2-AFAT-I2023-01-01
Deep Learning of Partial Graph Matching via Differentiable Top-K✓ Link0.823GCAN-AFAT-U2023-01-01
Deep Learning of Partial Graph Matching via Differentiable Top-K✓ Link0.817NGMv2-AFAT-U2023-01-01