Adaptive Residual Channel Attention Network for Single Image Super-Resolution

Table 3

Quantitative comparison on parameters and performance for scaling factor ×4. Our results are shown in bold.

Model	Param	Set5	Set14	B100	Urban100	Manga109
CARN [43]	1.592 M	32.13/0.8937	28.60/0.7806	27.58/0.7349	26.07/0.7837	30.47/0.9084
EDSR (B) [9]	1.518 M	32.09/0.8938	28.58/0.7813	27.57/0.7357	26.04/0.7849	30.35/0.9067
SRMDNF [42]	1.552 M	31.96/0.8925	28.35/0.7787	27.49/0.7337	25.68/0.7731	30.09/0.9024
DRCN [11]	1.774 M	31.53/0.8854	28.02/0.7670	27.23/0.7233	25.14/0.7510	28.93/0.8854
Ours	1.294 M	32.13/0.8941	28.58/0.7816	27.56/0.7356	26.09/0.7859	30.42/0.9074