3D Wireframe Reconstruction on Building3D Tallinn city

0.52ACO

PC2WF

Updated 13d ago

Evaluation Results

Method
PC2WF 2023.11	0.52	0.18	0.67	0.28	0.02	0.15	0.01	-
PC2WF 2026.04	0.52	18	67	28	2	15	1	-
PC2WF 2026.04	0.508	21.4	50.5	30.1	2.8	16.7	4.8	0.554
Point2Roof 2023.11	0.39	0.65	0.3	0.41	0.66	0.08	0.14	-
Point2Roof 2026.04	0.39	65	30	41	66	8	14	-
Building3D-Linear self-supervised 2023.11	0.35	0.7	0.6	0.65	0.67	0.16	0.25	-
Linear self-supervised 2026.04	0.35	70	60	65	67	16	25	-
PointMAE 2023.11	0.33	0.75	0.47	0.58	0.52	0.12	0.2	-
PointMAE 2026.04	0.33	75	47	58	52	12	20	-
PointM2AE 2023.11	0.32	0.79	0.58	0.67	0.5	0.07	0.12	-
PointM2AE 2026.04	0.32	79	58	67	50	7	12	-
Building3D-supervised 2023.11	0.29	0.9	0.53	0.66	0.88	0.23	0.36	-
Supervised 2026.04	0.29	90	53	66	88	23	36	-
Building3D (PointNet) 2026.04	0.241	88.2	77.6	82.6	80.4	71.9	75.9	0.264
PointTransformer 2026.04	0.238	89.7	79.1	84.1	81.3	72.4	76.6	0.257
Point2Roof 2026.04	0.236	89.3	78.5	83.6	81.2	72.2	76.4	0.26
PointMLP 2026.04	0.233	90.6	79	84.4	81.6	72.8	76.9	0.255
PointNeXt 2026.04	0.229	90.4	79.4	84.5	82	73.9	78	0.256
PointMeta 2026.04	0.225	90.6	79.8	84.9	82.4	73.3	77.6	0.251
PBWR 2026.04	0.222	98.5	68.8	81	94.3	65.4	77.2	0.271
PBWR-Tallinn 2023.11	0.22	0.96	0.68	0.8	0.91	0.65	0.76	-
BWFormer 2026.04	0.213	91.4	80.1	85.4	84.2	74.6	79.1	0.245
Delaunay Canopy 2026.04	0.206	95.7	83.9	89.4	87.6	75.4	81.1	0.225
BWFormer 2026.04	0.204	94.9	82.7	88.4	85.5	74.1	79.4	0.238
Delaunay Canopy 2026.04	0.194	94.5	82.8	88.3	87.1	74	80	0.232