Table 6.
Authors | Evaluation Metrics | Dataset | DSC | WM | GM | CSF | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
MHD | ASD | DSC | MHD | ASD | DSC | MHD | ASD | ||||
(15) | Dice | 0.94 | 0.92 | 0.84 | |||||||
(20) | Dice | 0.47 | 0.91 | 0.75 | |||||||
(5) | Dice | 0.89 | 0.87 | ||||||||
(18) | Dice, MHD | NeoBrain12 | 0.86 | 0.88 | 0.92 | ||||||
(27) | Dice, MHD | 0.86 | 0.28 | 0.85 | 0.24 | 0.83 | 0.44 | ||||
(25) | Dice | iSeg2017 | 0.97 | 0.90 | 0.95 | ||||||
(51) | Dice, MHD | NDAR | 0.89 | 0.28 | 0.90 | 0.24 | 0.92 | 0.43 | |||
(2) | Dice, MHD | iSeg2017, MRBrainS13 | 0.89 | 1.78 | 6.03 | 0.86 | 1.34 | 6.19 | 0.83 | 2.26 | 7.31 |
(21) | Dice, MHD, ASD | iSeg2017 | 0.91 | 5.92 | 0.39 | 0.91 | 5.75 | 0.34 | 0.94 | 13.64 | 0.13 |
(24) | Dice, MHD, ASD | iSeg2017 | 0.90 | 6.88 | 0.39 | 0.92 | 5.63 | 0.31 | 0.96 | 9.00 | 0.11 |
(34) | Dice, MHD, ASD | iSeg2017 | 0.90 | 7.1 | 0.36 | 0.92 | 9.55 | 0.31 | 0.96 | 8.85 | 0.11 |
(6) | iSeg2017 | ||||||||||
(52) | Dice, MHD, ASD | iSeg2017 | 0.91 | 6.56 | 0.37 | 0.92 | 5.75 | 0.31 | 0.96 | 9.23 | 0.13 |
(42) | Dice, MHD, ASD | iSeg2017 | 0.90 | 7.45 | 0.41 | 0.92 | 6.06 | 0.34 | 0.96 | 9.13 | 0.12 |
(53) | Dice, MHD, ASD | iSeg2017, IBSR18 | 0.90 | 6.77 | 0.39 | 0.91 | 5.94 | 0.32 | 0.95 | 9.20 | 0.11 |
(54) | Dice, MHD, ASD | iSeg2017, iSeg2019, IBSR, BrainWeb | 0.86 | 8.92 | 0.53 | 0.81 | 8.17 | 0.53 | 0.82 | 11.6 | 0.53 |
(28) | Dice, MHD, ASD | iSeg2017, MRBrainS13 | 0.91 | 6.22 | 0.35 | 0.92 | 6.41 | 0.32 | 0.95 | 9.13 | 0.12 |
(55) | Dice, MHD, ASD | iSeg2017 | 0.92 | 6.21 | 0.29 | 0.93 | 5.24 | 0.28 | 0.96 | 7.66 | 0.09 |
(56) | Dice | iSeg2017, MRBrainS13 | 0.88 | 0.93 | 0.93 |