Metric: MACE (higher is better)
| # | Model↕ | MACE▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Content-Aware | 2.08 | No | Content-Aware Unsupervised Deep Homography Estim... | 2019-09-12 | Code |
| 2 | UnsupervisedHomographyNet | 2.07 | No | Unsupervised Deep Homography: A Fast and Robust ... | 2017-09-12 | Code |
| 3 | HomographyNet | 1.96 | No | Deep Image Homography Estimation | 2016-06-13 | Code |
| 4 | PFNet+biHomE | 1.79 | No | Perceptual Loss for Robust Unsupervised Homograp... | 2021-04-20 | Code |
| 5 | PFNet | 1.73 | No | - | - | Code |