| Paper | Code | ADCC | Average Drop | Average Increase | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| JAFAR: Jack up Any Feature at Any Resolution | ✓ Link | 73.3 | 17.4 | 30.9 | JAFAR | 2025-06-10 |
| FeatUp: A Model-Agnostic Framework for Features at Any Resolution | ✓ Link | 64.3 | 15.3 | 24.0 | FeatUp (JBU) | 2024-03-15 |
| 61.7 | 19.0 | 18.5 | Bilinear | |||
| Learning to Upsample by Learning to Sample | ✓ Link | 61.6 | 17.8 | 20.0 | Dysample | 2023-08-29 |
| CARAFE: Content-Aware ReAssembly of FEatures | ✓ Link | 59.7 | 49.9 | 4.8 | CARAFE | 2019-05-06 |
| A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling | ✓ Link | 59.4 | 14.5 | 24.0 | ReSFU | 2024-07-02 |
| SAPA: Similarity-Aware Point Affiliation for Feature Upsampling | ✓ Link | 55.4 | 8.5 | 32.7 | SAPA | 2022-09-26 |
| LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors | ✓ Link | 53.0 | 66.9 | 8.7 | LiFT | 2024-03-21 |