DTU

Benchmarks

Task Name	Dataset Name	SOTA Result
Surface Reconstruction	DTU	Chamfer Distance (CD)0.294	204
Novel View Synthesis	DTU	PSNR34.28	115
Novel View Synthesis	DTU (test)	PSNR33.09	101
3D Reconstruction	DTU (test)	Total Number of Gaussians831	96
Geometric Accuracy	DTU (all points)	Chamfer Distance (mm)3.058	80
Geometry Reconstruction	DTU	CD (w/ mask)0.36	80
3D Surface Reconstruction	DTU (test)	Mean Chamfer Distance (CD)0.51	79
Novel View Synthesis	DTU 3-view	PSNR21.77	75
Novel View Synthesis	DTU 6-view	PSNR25.81	68
Multi-view reconstruction	DTU	Chamfer Distance1.1908	64
Multi-view Stereo	DTU (test)	Accuracy42.7	61
3D Reconstruction	DTU	Chamfer Distance0.3	55
GS Depth Rendering	DTU Dataset	RMSE0.014	54
Multi-view stereo	DTU 1 (evaluation)	Accuracy Error (mm)0.283	51
3D Reconstruction	DTU	Average Error0.51	47
Surface Reconstruction	DTU	CD (Scan 24)0.34	43
Novel View Synthesis	DTU (val)	PSNR (full)27.31	43
Point map estimation	DTU	Accuracy (Mean)0.976	42
Novel View Synthesis	DTU 9-view	PSNR28.22	41
3D wireframe reconstruction	DTU Dataset	ACC-J0.5882	39
Surface Reconstruction	DTU (test)	DTU Metric 240.32	35
Novel View Synthesis	DTU 1 (test)	PSNR34.35	35
Surface Reconstruction	DTU 1.0 (test)	Chamfer Distance (Scene 24)0.38	35
Multi-view Stereo Reconstruction	DTU (evaluation)	Mean Distance (mm) - Acc.0.283	35
Surface Reconstruction	DTU	Scan 24 Metric Value2.14	34

Showing 25 of 154 rows