| Paper | Code | delta1 | AbsRel | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| MoGe-3: Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement | ✓ Link | 0.995 | 0.0203 | MoGe-3 (ViT-G) | 2026-07-20 |
| Modality Forcing for Scalable Spatial Generation | ✓ Link | 0.993 | 0.0237 | Modality Forcing (FLUX.2-klein-9B) | 2026-06-11 |
| FoundationGeo: Learning Spatial Pixel-Wise Fields for Monocular Metric Geometry | ✓ Link | 0.993 | 0.0285 | FoundationGeo-Base (extra data) | 2026-07-13 |
| MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision | 0.9920 | 0.0271 | MoGe (zero-shot) | 2024-10-24 | |
| MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details | ✓ Link | 0.991 | 0.0280 | MoGe-2 | 2025-07-03 |
| PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation | 0.9869 | 0.0246 | PointDiT-H | 2026-07-02 |