ML Research Wiki / Benchmarks / Graph Matching / PASCAL VOC

PASCAL VOC

Graph Matching Benchmark

Performance Over Time

📊 Showing 13 results | 📏 Metric: F1 score

Top Performing Models

Rank Model Paper F1 score Date Code
1 GMT-BBGM GMTR: Graph Matching Transformers 0.84 2023-11-14 📦 jp-guo/gm-transformer
2 GMTR GMTR: Graph Matching Transformers 0.84 2023-11-14 📦 jp-guo/gm-transformer
3 COMMON Graph Matching with Bi-level Noisy Correspondence 0.83 2022-12-08 📦 Thinklab-SJTU/ThinkMatch 📦 Lin-Yijie/Graph-Matching-Networks 📦 xlearning-scu/2023-iccv-common
4 URL Universe Points Representation Learning for Partial Multi-Graph Matching 0.82 2022-12-01 -
5 NHGM-v2 Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching 0.80 2019-11-26 📦 Thinklab-SJTU/ThinkMatch
6 BBGM Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers 0.80 2020-03-25 📦 Thinklab-SJTU/ThinkMatch 📦 martius-lab/blackbox-backprop 📦 martius-lab/blackbox-deep-graph-matching 📦 LPMP/LPMP 📦 q3erf/topo_bbgm
7 qc-DGM2 Deep Graph Matching under Quadratic Constraint 0.70 2021-03-11 📦 Zerg-Overmind/QC-DGM
8 qc-DGM1 Deep Graph Matching under Quadratic Constraint 0.69 2021-03-11 📦 Zerg-Overmind/QC-DGM
9 GLMNet GLMNet: Graph Learning-Matching Networks for Feature Matching 0.68 2019-11-18 -
10 NHGM Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching 0.65 2019-11-26 📦 Thinklab-SJTU/ThinkMatch

All Papers (13)

jp-guo/gm-transformer
jp-guo/gm-transformer
Thinklab-SJTU/ThinkMatch Lin-Yijie/Graph-Matching-Networks xlearning-scu/2023-iccv-common
Thinklab-SJTU/ThinkMatch
Thinklab-SJTU/ThinkMatch martius-lab/blackbox-backprop
Zerg-Overmind/QC-DGM
Zerg-Overmind/QC-DGM
Thinklab-SJTU/ThinkMatch
Thinklab-SJTU/ThinkMatch
Thinklab-SJTU/ThinkMatch martius-lab/blackbox-backprop