Table 4.

Overall performance on the SIFTflow dataset

	Pixel (%)	Class (%)
Multiscale ConvNet [14]	67.9	45.9
[14]+cover(balanced)	72.3	50.8
[14]+cover(natural)	78.5	29.6
CNN, Pinheiro et al. [35]	76.5	30.0
RCNN, Pinheiro et al. [35]	77.7	29.8
Superparsing [44]	76.9	29.4
Eigen et al. [42]	77.1	32.5
Tighe et al. [45]	78.6	39.2
Singh et al. [43]	79.2	33.8
Gould et al. [52]	78.4	25.7
Integration model +metric learning [46]	80.1	39.7
Ensemble model +metric learning [15]	81.2	45.5
CNN65-DAG-RNN [53]	81.1	48.2
Yang et al. [13]	79.8	48.7
FCN-8s [54]	85.9	53.9
DAG-RNN [50]	87.3	60.2
RCSL [17]	80.8	41.2
RCSL-seg [17]	81.6	47.5
sRCSL [22]	82.3	49.2
DrsNet	81.8	49.8