Dense Pixel Correspondence Estimation on HPatches
Metric: Viewpoint I AEPE (higher is better)
Metric: Viewpoint I AEPE (higher is better)
| # | Model↕ | Viewpoint I AEPE▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SPyNet | 36.94 | No | Optical Flow Estimation using a Spatial Pyramid ... | 2016-11-03 | Code |
| 2 | COTR +Interp. | 7.98 | No | COTR: Correspondence Transformer for Matching Ac... | 2021-03-25 | Code |
| 3 | COTR | 7.75 | No | COTR: Correspondence Transformer for Matching Ac... | 2021-03-25 | Code |
| 4 | FlowNet2 | 5.99 | No | FlowNet 2.0: Evolution of Optical Flow Estimatio... | 2016-12-06 | Code |
| 5 | DeepMatching* | 5.84 | No | DeepMatching: Hierarchical Deformable Dense Matc... | 2015-06-25 | Code |
| 6 | PWC-Net | 4.43 | No | PWC-Net: CNNs for Optical Flow Using Pyramid, Wa... | 2017-09-07 | Code |
| 7 | DGC-Net aff+tps+homo | 1.55 | No | DGC-Net: Dense Geometric Correspondence Network | 2018-10-19 | Code |
| 8 | RANSAC-DMP+ | 0.48 | Yes | Deep Matching Prior: Test-Time Optimization for ... | 2021-06-06 | Code |