Table 6.
SV | Noise Level 50 | |||
3DMax | MOGEN | ShRec3D | MCMC5C | |
set0 | 0.9708 | 0.9755 | 0.7928 | 0.0481 |
set1 | 0.9552 | 0.9648 | 0.8188 | 0.0779 |
set2 | 0.8405 | 0.8625 | 0.7175 | 0.1477 |
set3 | 0.6505 | 0.6406 | 0.5722 | 0.1201 |
set4 | 0.5302 | 0.5135 | 0.502 | 0.1916 |
set5 | 0.5211 | 0.4945 | 0.4938 | 0.1614 |
set6 | 0.5303 | 0.5211 | 0.4767 | 0.1938 |
SV | Noise Level 100 | |||
3DMax | MOGEN | ShRec3D | MCMC5C | |
set0 | 0.9753 | 0.9835 | 0.9239 | 0.3514 |
set1 | 0.963 | 0.968 | 0.9133 | 0.2642 |
set2 | 0.8578 | 0.8527 | 0.8072 | 0.3792 |
set3 | 0.6555 | 0.6039 | 0.6338 | 0.2068 |
set4 | 0.5703 | 0.4991 | 0.532 | 0.2456 |
set5 | 0.5342 | 0.4728 | 0.5183 | 0.1299 |
set6 | 0.5535 | 0.47 | 0.5026 | 0.1578 |
SV | Noise Level 150 | |||
3DMax | MOGEN | ShRec3D | MCMC5C | |
set0 | 0.976 | 0.9734 | 0.876 | 0.1933 |
set1 | 0.959 | 0.96 | 0.8613 | 0.2275 |
set2 | 0.8612 | 0.8485 | 0.7572 | 0.1016 |
set3 | 0.6821 | 0.6362 | 0.6546 | 0.0791 |
set4 | 0.5713 | 0.4915 | 0.5475 | 0.1146 |
set5 | 0.5285 | 0.4835 | 0.5268 | 0.0858 |
set6 | 0.5601 | 0.4318 | 0.5009 | 0.1106 |
SV | Noise Level 200 | |||
3DMax | MOGEN | ShRec3D | MCMC5C | |
set0 | 0.9771 | 0.9655 | 0.8499 | 0.0481 |
set1 | 0.9627 | 0.9533 | 0.8481 | 0.0779 |
set2 | 0.8634 | 0.8514 | 0.7743 | 0.1477 |
set3 | 0.6724 | 0.6606 | 0.6726 | 0.1201 |
set4 | 0.5679 | 0.5131 | 0.5559 | 0.1916 |
set5 | 0.5435 | 0.4886 | 0.5292 | 0.1614 |
set6 | 0.5487 | 0.4554 | 0.4992 | 0.1938 |
The reconstruction accuracy for 3DMax, MOGEN, ShRec3D, and MCMC5C at different levels of noise and structural variability. The dataset has resolution 150 bp/nm and TAD like feature architecture. Noise Level 50: comparison of dSCC value at Noise Level 50, Noise Level 100: comparison of dSCC value at Noise Level 100, Noise Level 150: comparison of dSCC value at Noise Level 150, Noise Level 200: comparison of dSCC value at Noise Level 200. The table values denote the distance Spearman correlation coefficient (dSCC) score in the range [−1,1] and the SV denotes the structural variability level. Set 0-6 denotes seven different levels of structural variability in the increasing order. A higher dSCC value means the better accuracy