Seismic Facies Segmentation Using Ensemble of Convolutional Neural Networks

Table 8

MIoU calculated on a random test image using individual models and ensemble IoU.

Classes	Model 1	Model 2	Model 3	Model 4	Ensemble
UpperNS	NaN	NaN	NaN	NaN	NaN
MiddleNS	NaN	NaN	NaN	NaN	NaN
LowerNS	0.9856	0.9809	0.9860	0.9721	0.9878
RijlandChalk	0.8701	0.8139	0.8848	0.8504	0.8849
Scruff	0.4740	0.5227	0.5391	0.5582	0.5289
Zechstein	0.9496	0.8369	0.9443	0.9224	0.9418
Background	NaN	NaN	NaN	NaN	NaN
MIoU	0.6558	0.7886	0.8385	0.8257	0.8358