Graph Matching 벤치마크
Graph Matching on CUB
F1 score
- 2020-06-29 — IPCA-GM: F1 score 0.832
- 2022-12-01 — URL: F1 score 0.951
| Rank | Model | F1 score | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | URL | 0.951 | Universe Points Representation Learning for Partial Multi-Graph Matching | 2022 | |
| 2 | GUMBEL-IPF | 0.841 | Learning Latent Partial Matchings with Gumbel-IPF Networks | HeddaCohenIndelman/Learning-Latent-Partial-Matchings-with-Gumbel-IPF-Networks | 2024 |
| 3 | IPCA-GM | 0.832 | Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach. | Thinklab-SJTU/ThinkMatch | 2020 |
| 4 | GANN-MGM | 0.826 | Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning | Thinklab-SJTU/ThinkMatch | 2020 |