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Single-view 3D Reconstruction on ShapeNet-R2N2 (test)

64.2mIoU

AttSets

Updated 4d ago

Evaluation Results

Method	Links
AttSets 2018.08		64.2	59.4	55.2	78.3	84.4	55.9	56.5	44.5	72.1	60.1	70.3	59	74.3	60.1
PointSet 2018.08		64	60.1	55	77.1	83.1	54.4	55.2	46.2	73.7	60.4	70.8	60.6	74.9	61.1
3D-R2N2 (sum pooling) 2018.08		63.3	58.8	53.6	77.1	83.8	55.4	54.7	44.2	71	59.8	69	57.5	72.8	59.8
3D-R2N2 (mean pooling) 2018.08		63.2	58.2	54	77.3	83.7	54.7	55	44	71.3	59.5	69.5	57.6	71.8	59.3
3D-R2N2 (SMSO pooling) 2018.08		62.3	57.2	52.1	76.3	83.3	54.1	54.8	43.3	70.4	58.1	68.2	56.6	72.1	58.1
3D-R2N2 (max pooling) 2018.08		62	57.3	52.1	75.5	83.5	53.3	54.4	42.3	69.5	58.7	67.8	56.2	71	58.2
AORM 2018.08		60	60.5	49.8	71.5	75.7	53.2	52.4	41.5	62.3	61.8	67.9	54.7	73.8	55.2
OGN 2018.08		59.6	58.7	48.1	72.9	81.6	48.3	50.2	39.8	63.7	59.3	64.6	53.6	70.2	63.2
3D-R2N2 (BP pooling) 2018.08		58.8	53.6	46.9	74.7	81.6	48.4	49.9	39.8	63.7	55.6	64.6	52.8	68.1	55
3D-R2N2 (GRU) 2018.08		58	53	44.9	73	80.7	48.7	49.7	39.1	67.1	55.3	63.1	51.5	68.3	53.5
3D-R2N2 (MHBN pooling) 2018.08		57.8	52.8	45.1	74.2	81.2	47.1	48.7	38.6	67.7	54.8	63.7	51.5	67.4	54.6
Oracle 2023.02		43.2	68.1	44.4	30.3	42	37.7	35.7	39.9	28.8	68.6	29.8	42	52.3	42.4
PC^2-FM 2023.02		34.3	58.9	33.4	21.1	37.2	30.9	26.8	32.6	21	58.5	22.4	29.7	38.9	34.1
PC^2-FM 2023.02		34	-	-	-	-	-	-	-	-	-	-	-	-	-
PC^2-FA 2023.02		33.7	51.7	31.6	24.6	36.9	31.2	27.7	32	23.5	53.8	24.2	29.3	40	32.2
PC^2-FM 2023.02		33.5	-	-	-	-	-	-	-	-	-	-	-	-	-
PC^2-FM 2023.02		33	-	-	-	-	-	-	-	-	-	-	-	-	-
[55] 2023.02		31.5	26.6	26.6	31.7	26.8	24.6	27.9	24.2	29.7	41	27.7	32.7	58.2	31.6
PC^2-FM 2023.02		31	-	-	-	-	-	-	-	-	-	-	-	-	-
PC^2 2023.02		30.9	47.3	30.5	20.3	35.9	29	23.2	30	20.4	52.2	20.5	27	33.1	32.4
[56] 2023.02		28.9	21.5	24.1	30.8	22	21.7	26.1	22	28.6	36.4	26	30.5	57.5	28.3
[1] 2023.02		24.4	22.5	19.8	25.6	21.1	19.4	19.6	18.6	22.9	35.6	20.8	26.3	40.7	24