Semantic Segmentation on NPM3D benchmark leaderboard · SOTA2 Research

Semantic Segmentation on NPM3D

82.7mIoUFKAConv

Evaluation Results

Method	Links
FKAConv2020.04		82.7	99.6	98.1	77.2	91.1	64.7	66.5	58.1	95.6	93.9
KP-FCNN2019.04		82	99.5	94	75.1	83.1	78.7	47.7	78.2	94.4	91.4
KP-FCNN2019.04		82	99.5	94	75.8	83.1	78.7	47.7	78.2	94.4	91.4
KPConv2020.04		82	99.5	94	71.3	83.1	78.7	47.7	78.2	94.4	91.4
ConvPoint - Fusion2019.04		75.9	99.5	95.1	71.3	83.7	31.6	52.9	53.5	89.4	85.4
ConvPoint2019.04		75.9	99.5	95.1	71.3	83.1	78.7	46.7	52.9	83.4	85.4
ConvPoint2020.04		75.9	99.5	95.1	71.6	88.7	46.7	52.9	53.5	89.4	85.4
HDGCN2019.04		68.3	99.4	93	67.7	75.7	25.7	44.7	37.1	81.9	89.6
HDGCN2019.04		68.3	99.4	93	67.7	75.7	25.7	44.7	37.1	81.9	89.6
HDGCN2020.04		68.3	99.4	93	67.7	75.7	25.7	44.7	37.1	81.9	89.6
MS3DVS2019.04		66.9	99	94.8	52.4	38.1	36	49.3	52.6	91.3	88.6
MS3DVS2019.04		66.9	99	94.8	52.4	38.1	36	49.3	52.6	91.3	88.6
MS3 DVS2020.04		66.9	99	94.8	52.4	38.1	36	49.3	52.6	91.3	88.6
EdConvE2019.04		66.4	99.2	91	41.3	50.8	65.9	38.2	49.9	77.8	83.8
EdConvE2019.04		66.4	99.2	91	41.3	50.8	65.9	38.2	49.9	77.8	83.8
MSRRNetCRF2019.04		65.8	99	98.2	45.8	15.5	64.8	54.8	29.9	95	89.5
MSRRNetCRF2019.04		65.8	99	98.2	45.8	15.5	64.8	54.8	29.9	95	89.5
RFMSSF2019.04		56.3	99.3	88.6	47.8	67.3	2.3	27.1	20.6	74.8	78.8
RFMSSF2019.04		56.3	99.3	88.6	47.8	67.3	2.3	27.1	20.6	74.8	78.8
RF MSSF2020.04		56.3	99.3	88.6	47.8	67.3	2.3	27.1	20.6	74.8	78.8