DiLiGenT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Photometric Stereo | DiLiGenT (All 96 images) | Ball Error1.2 | 20 | |
| Surface Normal Estimation | DiLiGenT 1.0 (full) | BALL Error1.24 | 10 | |
| Surface Normal Estimation | DiLiGenT v1.0 (test) | Ball MAE1.47 | 9 | |
| Surface Normal Estimation | DiLiGenT-MV (test) | Normal MAE (Bear)2.7 | 8 | |
| Surface Normal Estimation | DiLiGenT (front and front-right images) | Ball Error5.4 | 8 | |
| Normal Reconstruction | DiLiGenT Full | Ball MAE1.21 | 7 | |
| 3D Reconstruction | DiLiGenT-MV | CD - Bear0.22 | 7 | |
| Light Calibration | DiLiGenT standard (test) | BALL Directional Error1.23 | 7 | |
| Shape Recovery | DiLiGenT-MV (test) | BEAR CD0.158 | 6 | |
| Surface Normal Estimation | DiLiGenT10^2 BUNNY 1.0 (test) | POM Error19.55 | 5 | |
| Surface Normal Estimation | DiLiGenT10^2 BALL 1.0 (test) | POM Angular Error2.04 | 5 | |
| Surface normal estimation | DILIGENT102 Anisotropic group - STEEL material | Ball Error8.03 | 4 | |
| Surface normal estimation | DILIGENT102 Anisotropic group - CU material | Ball Error11.75 | 4 | |
| Surface normal estimation | DILIGENT102 Anisotropic group - AL material | Angular Error (Ball)3.94 | 4 | |
| Surface Normal Estimation | DiLiGenT 3 input images (test) | Angular Error (ball)5.7 | 4 | |
| Normal Integration | DiLiGenT (full) | Bear Score1.2 | 3 | |
| Surface Normal Estimation | DiLiGenT (front and front-left) | Angular Error (ball)5.7 | 3 | |
| Image Reconstruction | DiLiGenT (test) | PSNR (ball)40.27 | 2 |
Showing 18 of 18 rows