3D Wireframe Reconstruction on Building3D Tallinn city benchmark leaderboard · SOTA2 Research

3D Wireframe Reconstruction on Building3D Tallinn city

0.52ACOPC2WF

Evaluation Results

Method
PC2WF2023.11	0.52	0.18	0.67	0.28	0.02	0.15	0.01	—
PC2WF2026.04	0.52	18	67	28	2	15	1	—
PC2WF2026.04	0.508	21.4	50.5	30.1	2.8	16.7	4.8	0.554
Point2Roof2023.11	0.39	0.65	0.3	0.41	0.66	0.08	0.14	—
Point2Roof2026.04	0.39	65	30	41	66	8	14	—
Building3D-Linear self-supervised2023.11	0.35	0.7	0.6	0.65	0.67	0.16	0.25	—
Linear self-supervised2026.04	0.35	70	60	65	67	16	25	—
PointMAE2023.11	0.33	0.75	0.47	0.58	0.52	0.12	0.2	—
PointMAE2026.04	0.33	75	47	58	52	12	20	—
PointM2AE2023.11	0.32	0.79	0.58	0.67	0.5	0.07	0.12	—
PointM2AE2026.04	0.32	79	58	67	50	7	12	—
Building3D-supervised2023.11	0.29	0.9	0.53	0.66	0.88	0.23	0.36	—
Supervised2026.04	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
PointTransformer2026.04	0.238	89.7	79.1	84.1	81.3	72.4	76.6	0.257
Point2Roof2026.04	0.236	89.3	78.5	83.6	81.2	72.2	76.4	0.26
PointMLP2026.04	0.233	90.6	79	84.4	81.6	72.8	76.9	0.255
PointNeXt2026.04	0.229	90.4	79.4	84.5	82	73.9	78	0.256
PointMeta2026.04	0.225	90.6	79.8	84.9	82.4	73.3	77.6	0.251
PBWR2026.04	0.222	98.5	68.8	81	94.3	65.4	77.2	0.271
PBWR-Tallinn2023.11	0.22	0.96	0.68	0.8	0.91	0.65	0.76	—
BWFormer2026.04	0.213	91.4	80.1	85.4	84.2	74.6	79.1	0.245
Delaunay Canopy2026.04	0.206	95.7	83.9	89.4	87.6	75.4	81.1	0.225
BWFormer2026.04	0.204	94.9	82.7	88.4	85.5	74.1	79.4	0.238
Delaunay Canopy2026.04	0.194	94.5	82.8	88.3	87.1	74	80	0.232