| Paper | Code | AbsRel | delta1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks | ✓ Link | 0.064 | 0.952 | DICEPTION Single (zero-shot) | 2025-02-24 |
| UniGP: Taming Diffusion Transformer for Prior-Preserved Unified Generation and Perception | ✓ Link | 0.083 | 0.933 | UNIGP | 2026-06-29 |
| Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think | ✓ Link | 0.096 | Marigold + E2E FT (zero-shot) | 2024-09-17 | |
| GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image | ✓ Link | 0.097 | 0.921 | GeoWizard (zero-shot) | 2024-03-18 |
| Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation | ✓ Link | 0.099 | 0.916 | Marigold (ensemble) | 2023-12-04 |
| Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think | ✓ Link | 0.921 | Stable Diffusion + E2E FT (zero-shot) | 2024-09-17 |