| Paper | Code | delta1 | AbsRel | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| MoGe-3: Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement | ✓ Link | 0.984 | 0.0342 | MoGe-3 (ViT-G) | 2026-07-20 |
| MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details | ✓ Link | 0.981 | 0.0375 | MoGe-2 | 2025-07-03 |
| FoundationGeo: Learning Spatial Pixel-Wise Fields for Monocular Metric Geometry | ✓ Link | 0.981 | 0.0396 | FoundationGeo-Base (extra data) | 2026-07-13 |
| MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision | 0.9800 | 0.0395 | MoGe (zero-shot) | 2024-10-24 | |
| PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation | 0.9794 | 0.0388 | PointDiT-H | 2026-07-02 | |
| Modality Forcing for Scalable Spatial Generation | ✓ Link | 0.966 | 0.0537 | Modality Forcing (FLUX.2-klein-9B) | 2026-06-11 |