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3D Scene Reconstruction on ScanNet V2 (test)

0.735Accuracy

NeRF

Updated 3d ago

Evaluation Results

Method	Links
NeRF 2025.03		0.735	0.177	-	0.131	0.291	0.176
CVD 2023.04		0.344	9.1	21.8	0.266	0.461	0.331
NeuralAngelo 2025.03		0.245	0.272	-	0.274	0.311	0.292
Geo-Neus 2025.03		0.236	0.206	-	0.282	0.313	0.291
3DVNet 2023.04		0.221	7.7	14.9	0.506	0.545	0.52
MonoSDF 2025.03		0.214	0.18	-	0.297	0.325	0.31
MVDNet 2023.04		0.205	8.4	14.5	0.231	0.473	0.307
NeuS 2025.03		0.179	0.208	-	0.313	0.275	0.291
DPSNet 2023.04		0.177	8.1	12.9	0.272	0.497	0.349
GPMVS 2023.04		0.162	7.9	12.1	0.335	0.533	0.408
PermutoSDF 2025.03		0.143	0.219	-	0.448	0.209	0.285
COLMAP 2023.04		0.135	6.9	10.2	0.505	0.634	0.558
NeRFPrior 2025.03		0.133	0.12	-	0.439	0.429	0.433
DeepVMVS 2023.04		0.117	7.6	9.7	0.451	0.558	0.496
Atlas 2023.04		0.084	10.2	9.3	0.565	0.598	0.578
TF 2023.04		0.078	9.9	8.9	0.648	0.547	0.591
Manhattan 2025.03		0.072	0.068	-	0.621	0.586	0.602
SimRec 2023.04		0.065	7.8	7.2	0.641	0.581	0.608
VORTX 2023.04		0.062	8.2	7.2	0.688	0.607	0.644
VisFusion 2023.04		0.055	10.5	8	0.695	0.527	0.598
NeuRec 2023.04		0.054	12.8	9.1	0.684	0.479	0.562
NeuRIS 2025.03		0.054	0.052	-	0.729	0.684	0.705
Go-Surf 2025.03		0.048	0.021	-	0.88	0.894	0.887
MonoSDF* 2025.03		0.042	0.049	-	0.76	0.707	0.732
NeRFPrior 2025.03		0.037	0.042	-	0.799	0.766	0.782
NeRFPrior 2025.03		0.027	0.02	-	0.931	0.928	0.93