DeepLab-MSc-LargeFOV exploits both (1) Multiscale features (as DeepLab-MSc) and (2) large Field-Of-View (as DeepLab-LargeFOV).
After DenseCRF, the model yields 71.6% performance on the PASCAL VOC 2012 test set.
CRF parameters: bi_w = 4, bi_xy_std = 83, bi_rgb_std = 5, pos_w = 3, pos_xy_std = 3
Pretrained models and corresponding prototxt files
Please download from here