DTU

Benchmarks

Task Name	Dataset Name	SOTA Result
Surface Reconstruction	DTU	Chamfer Distance (CD)0.294	204
Novel View Synthesis	DTU	PSNR34.28	154
Novel View Synthesis	DTU (test)	PSNR33.09	119
Novel View Synthesis	DTU 3-view	PSNR22.44	112
3D Reconstruction	DTU (test)	Total Number of Gaussians831	96
Novel View Synthesis	DTU 6-view	PSNR26	87
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
Multi-view reconstruction	DTU	Chamfer Distance1.1908	64
Multi-view Stereo	DTU (test)	Accuracy42.7	61
Novel View Synthesis	DTU 9-view	PSNR28.22	60
Surface Reconstruction	DTU	CD (Scan 24)0.32	57
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 sparse-view	CD (Scan 24)0.57	44
Novel View Synthesis	DTU (val)	PSNR (full)27.31	43
Point map estimation	DTU	Accuracy (Mean)0.976	42
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

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