Paper | Code | mean average accuracy @ 10 | ModelName | ReleaseDate |
---|---|---|---|---|
HarrisZ$^+$: Harris Corner Selection for Next-Gen Image Matching Pipelines | 0.65606 | Harris Corner | 2021-09-27 | |
DISK: Learning local features with policy gradient | ✓ Link | 0.65435 | DISK | 2020-06-24 |
SuperGlue: Learning Feature Matching with Graph Neural Networks | ✓ Link | 0.65248 | SuperGlue | 2019-11-26 |
Repeatability Is Not Enough: Learning Affine Regions via Discriminability | ✓ Link | 0.64212 | DoG-AffNet-HardNet8 | 2017-11-17 |
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters | ✓ Link | 0.60285 | Key.Net-SOSNet | 2019-04-01 |
Three things everyone should know to improve object retrieval | ✓ Link | 0.59859 | RootSIFT | 2012-06-16 |
R2D2: Reliable and Repeatable Detector and Descriptor | ✓ Link | 0.56345 | R2D2 | 2019-12-01 |
D2-Net: A Trainable CNN for Joint Detection and Description of Local Features | ✓ Link | 0.36285 | D2-Net (MS) | 2019-05-09 |