Metric: Mean Angle Error (lower is better)
| # | Model↕ | Mean Angle Error▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Metric3Dv2(L, FT) | 12 | Yes | Metric3Dv2: A Versatile Monocular Geometric Foun... | 2024-03-22 | Code |
| 2 | PolyMaX(ConvNeXt-L) | 13.09 | No | PolyMaX: General Dense Prediction with Mask Tran... | 2023-11-09 | Code |
| 3 | iDisc | 14.6 | No | iDisc: Internal Discretization for Monocular Dep... | 2023-04-13 | Code |
| 4 | Bae et al. | 14.9 | No | Estimating and Exploiting the Aleatoric Uncertai... | 2021-09-20 | Code |
| 5 | Marigold + E2E FT(zero-shot) | 16.2 | No | Fine-Tuning Image-Conditional Diffusion Models i... | 2024-09-17 | Code |
| 6 | Floors are Flat | 19.7 | No | Floors are Flat: Leveraging Semantics for Real-T... | 2019-06-16 | Code |