Graph Matching on Willow Object Class

23개 결과 · ⬇ CSV · JSON

matching accuracy

Rank	Model	matching accuracy	F1 score	Paper	Code	Year
1	COMMON	0.9910	–	Graph Matching with Bi-level Noisy Correspondence	Thinklab-SJTU/ThinkMatch · Lin-Yijie/Graph-Matching-Networks · xlearning-scu/2023-iccv-common	2022
2	GANN-MGM	0.9906	–	Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning	Thinklab-SJTU/ThinkMatch	2020
3	URL	0.989	–	Universe Points Representation Learning for Partial Multi-Graph Matching		2022
4	CREAM	0.988	–	Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining	XLearning-SCU/2024-TIP-CREAM	2024
5	Direct-MGM	0.987	–	Learning Constrained Structured Spaces with Application to Multi-Graph Matching	HeddaCohenIndelman/Learning-Constrained-Structured-Spaces-with-Application-to-Multi-Graph-Matching	2022
6	GMT-BBGM	0.9813	–	GMTR: Graph Matching Transformers	jp-guo/gm-transformer	2023
7	Direct-2HGM	0.981	–	Learning Constrained Structured Spaces with Application to Multi-Graph Matching	HeddaCohenIndelman/Learning-Constrained-Structured-Spaces-with-Application-to-Multi-Graph-Matching	2022
8	qc-DGM2	0.977	–	Deep Graph Matching under Quadratic Constraint	Zerg-Overmind/QC-DGM	2021
9	NGM-v2	0.9754	–	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching	Thinklab-SJTU/ThinkMatch	2019
10	BBGM	0.9718	–	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers	Thinklab-SJTU/ThinkMatch · martius-lab/blackbox-backprop · martius-lab/blackbox-deep-graph-matching · +2	2020
11	GCAN	0.9700	–	Graph-Context Attention Networks for Size-Varied Deep Graph Matching	zhehengjiang/gcan	2022
12	HNN-HM	0.968	–	Hypergraph Neural Networks for Hypergraph Matching	xwliao/hnn-hm	2021
13	GAMnet	0.9662	–	GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network		2021
14	EAGM	0.965	–	Adaptive Edge Attention for Graph Matching with Outliers	bestwei/eagm · JingweiQu/EAGM	2021
15	qc-DGM1	0.960	–	Deep Graph Matching under Quadratic Constraint	Zerg-Overmind/QC-DGM	2021
16	GLMNet	0.924	–	GLMNet: Graph Learning-Matching Networks for Feature Matching		2019
17	IPCA-GM	0.9006	–	Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach.	Thinklab-SJTU/ThinkMatch	2020
18	NGM	0.8530	–	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching	Thinklab-SJTU/ThinkMatch	2019
19	GMN	0.7934	–	Deep Learning of Graph Matching		2018
20	GCAN-AFAT-I	–	0.837	Deep Learning of Partial Graph Matching via Differentiable Top-K	Thinklab-SJTU/ThinkMatch	2023