Our new X account is live! Follow @wizwand_team for updates

Single-view 3D Reconstruction on ShapeNet Core (test)

61.7IoU (plane)

DISN

Updated 4d ago

Evaluation Results

Method	Links
DISN 2019.05		61.7	2.45	2.41	2.99	2.52	2.62	2.63	4.11	3.37	1.93	2.55	3.07	2	2.55	2.71	9.01	8.32	9.98	4.92	7.54	9.58	22.73	16.7	4.36	8.71	13.29	6.21	10.87	10.17	54.2	53.1	77	54.9	57.7	39.7	55.9	68	67.1	48.9	73.6	60.2	59.4
DISN 2019.05		57.5	2.67	2.48	3.04	2.67	2.67	2.73	4.38	3.47	2.3	2.62	3.11	2.06	2.77	2.84	9.96	8.98	10.19	5.39	7.71	10.23	25.76	17.9	5.58	9.16	13.59	6.4	11.91	10.98	52.9	52.3	74.3	54.3	56.4	34.7	54.9	59.2	65.9	47.9	72.9	55.9	57
IMNET 2019.05		55.4	2.9	2.8	3.14	2.73	3.01	2.81	5.85	3.8	2.65	2.71	3.39	2.14	2.75	3.13	12.65	15.1	11.39	8.86	11.27	13.77	63.84	21.83	8.73	10.3	17.82	7.06	13.25	16.61	49.5	51.5	74.5	52.2	56.2	29.6	52.6	52.3	64.1	45	70.9	56.6	54.6
OccNet 2019.05		54.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	45.2	73.2	73.1	50.2	47.9	37	65.3	45.8	67.1	50.6	70.9	52.1	56.4
3DN 2019.05		54.3	3.3	2.98	3.21	3.28	4.45	3.91	3.99	4.47	2.78	3.31	3.94	2.7	3.92	3.56	6.75	7.96	8.34	7.09	17.53	8.35	12.79	17.28	3.26	8.27	14.05	5.18	10.2	9.77	39.8	49.4	59.4	34.4	47.2	35.4	45.3	57.6	60.7	31.3	71.4	46.4	48.7
Pixel2Mesh 2019.05		51.5	2.98	2.58	3.44	3.43	3.52	2.92	5.15	3.56	3.04	2.7	3.52	2.66	3.94	3.34	6.1	6.2	12.11	13.45	11.13	6.39	31.41	14.52	4.51	6.54	15.61	6.04	12.66	11.28	40.7	43.4	50.1	40.2	55.9	29.1	52.3	50.9	60	31.2	69.4	40.1	47.3
3D CNN 2019.05		50.6	3.36	2.9	3.06	2.52	3.01	2.85	4.73	3.35	2.71	2.6	3.09	2.1	2.67	3	10.47	10.94	10.4	5.26	11.15	11.78	35.97	17.97	6.8	9.76	13.35	6.3	9.8	12.3	44.3	52.3	76.9	52.6	51.5	36.2	58	50.5	67.2	50.3	70.9	57.4	55.3
AtlasNet 2019.05		39.2	3.39	3.22	3.36	3.72	3.86	3.12	5.29	3.75	3.35	3.14	3.98	3.19	4.39	3.67	5.98	6.98	13.76	17.04	13.21	7.18	38.21	15.96	4.59	8.29	18.08	6.35	15.85	13.19	34.2	20.7	22	25.7	36.4	21.3	23.2	45.3	27.9	23.3	42.5	28.1	30