Metric: mean average accuracy @ 10 (higher is better)
| # | Model↕ | mean average accuracy @ 10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Harris Corner | 0.65606 | Yes | HarrisZ$^+$: Harris Corner Selection for Next-Ge... | 2021-09-27 | - |
| 2 | DISK | 0.65435 | Yes | DISK: Learning local features with policy gradient | 2020-06-24 | Code |
| 3 | SuperGlue | 0.65248 | Yes | SuperGlue: Learning Feature Matching with Graph ... | 2019-11-26 | Code |
| 4 | DoG-AffNet-HardNet8 | 0.64212 | Yes | Repeatability Is Not Enough: Learning Affine Reg... | 2017-11-17 | Code |
| 5 | Key.Net-SOSNet | 0.60285 | Yes | Key.Net: Keypoint Detection by Handcrafted and L... | 2019-04-01 | Code |
| 6 | RootSIFT | 0.59859 | Yes | - | - | Code |
| 7 | R2D2 | 0.56345 | Yes | - | - | Code |
| 8 | D2-Net (MS) | 0.36285 | No | D2-Net: A Trainable CNN for Joint Detection and ... | 2019-05-09 | Code |