Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

Benchmark Model Rank Results
surface-normals-estimation-on-nyu-depth-v2Bae et al.#4% < 11.25: 62.2% < 22.5: 79.3% < 30: 85.2Mean Angle Error: 14.9…
surface-normals-estimation-on-scannetv2Bae et al.#2% < 11.25: 71.1% < 22.5: 85.4% < 30: 89.8Mean Angle Error: 11.8