Table 1.

Segmentation methods comparison on validation and test dataset.

		2D model			3D model
Image	Body-nav.	Accuracy	MaxD	Dice	Accuracy	MaxD	Dice
3Dircadb-15	No	0.9898	50.8189	0.9094	0.1340	279.6009	0.1025
3Dircadb-16	No	0.9773	52.0738	0.8713	0.1610	305.2199	0.1498
3Dircadb-17	No	0.9773	54.6727	0.8755	0.1610	269.8953	0.1498
Sliver07-16	No	0.9831	37.2269	0.8912	0.1877	316.4408	0.1944
Sliver07-17	No	0.9911	224.5562	0.8361	0.1414	253.8510	0.1158
Sliver07-18	No	0.9849	250.1329	0.7539	0.1359	284.2670	0.1059
3Dircadb-18	No	0.9732	79.9842	0.8892	0.1528	335.1785	0.1356
3Dircadb-19	No	0.9678	71.5489	0.7918	0.1032	406.9116	0.0453
3Dircadb-20	No	0.9851	50.0576	0.8815	0.1032	304.3232	0.0453
Sliver07-19	No	0.9616	118.8727	0.7853	0.1504	274.8742	0.1315
Sliver07-20	No	0.9731	245.2699	0.7165	0.1141	274.7924	0.0660
Avg. value	No	0.9786	131.9546	0.8240	0.1404	300.4868	0.1129
St. dev.	No	0.0092	85.0098	0.0646	0.0250	40.3931	0.0445
3Dircadb-15	Yes	0.9871	34.0230	0.8897	0.9746	100.6067	0.7981
3Dircadb-16	Yes	0.9706	31.3055	0.8118	0.9576	88.0981	0.7201
3Dircadb-17	Yes	0.9780	53.7383	0.8799	0.9675	128.1953	0.8191
Sliver07-16	Yes	0.9818	33.5785	0.8801	0.9545	90.1366	0.7766
Sliver07-17	Yes	0.9931	45.1112	0.8695	0.9633	83.2325	0.7538
Sliver07-18	Yes	0.9928	151.0889	0.8645	0.9565	139.8558	0.6247
3Dircadb-18	Yes	0.9761	41.7075	0.8964	0.9680	93.3783	0.7934
3Dircadb-19	Yes	0.9721	46.9303	0.8146	0.9868	69.3535	0.7698
3Dircadb-20	Yes	0.9817	48.7038	0.8584	0.9872	99.6428	0.7317
Sliver07-19	Yes	0.9693	57.9692	0.8209	0.9624	83.0969	0.7634
Sliver07-20	Yes	0.9829	187.7416	0.7968	0.9860	65.3701	0.8196
Avg. value	Yes	0.9816	75.4617	0.8509	0.9695	94.6333	0.7609
St. dev.	Yes	0.0083	52.1915	0.0353	0.0118	21.4375	0.0528

All the values are without post-processing.