Metric: ADCC (higher is better)
| # | Model↕ | ADCC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | JAFAR | 73.3 | No | JAFAR: Jack up Any Feature at Any Resolution | 2025-06-10 | Code |
| 2 | FeatUp (JBU) | 64.3 | No | FeatUp: A Model-Agnostic Framework for Features ... | 2024-03-15 | Code |
| 3 | Bilinear | 61.7 | No | - | - | - |
| 4 | Dysample | 61.6 | No | Learning to Upsample by Learning to Sample | 2023-08-29 | Code |
| 5 | CARAFE | 59.7 | No | CARAFE: Content-Aware ReAssembly of FEatures | 2019-05-06 | Code |
| 6 | ReSFU | 59.4 | No | A Refreshed Similarity-based Upsampler for Direc... | 2024-07-02 | Code |
| 7 | SAPA | 55.4 | No | SAPA: Similarity-Aware Point Affiliation for Fea... | 2022-09-26 | Code |
| 8 | LiFT | 53 | No | LiFT: A Surprisingly Simple Lightweight Feature ... | 2024-03-21 | Code |