Seismic Facies Segmentation Using Ensemble of Convolutional Neural Networks

Table 5

DeepLabv3Plus+augmentation with basenet ResNet-18 (Model 3).

	Class accuracy	IoU
UpperNS	0.9856	0.9736
MiddleNS	0.9610	0.9068
LowerNS	0.9882	0.9806
RijlandChalk	0.9493	0.9176
Scruff	0.9445	0.8652
Zechstein	0.9302	0.8902
Background	0.9998	0.9984
Global pixel accuracy	Mean class accuracy	Mean IoU
0.9837	0.9655	0.9331