Table 4.
Performance comparison of different scaffolders based on varying the sequencing depth on the MBARC-26 dataset.
Input size (millions of reads) | Metric | No. of scaffolds | Length at 1 Mbp (bp) | Length at 10 Mbp (bp) | Length at 50 Mbp (bp) | CPU time | Peak memory (GB) |
---|---|---|---|---|---|---|---|
2 | OPERA-LG | 29,831 | 988,539 | 90,227 | 719 | 44 s | 2.2 |
metaSPAdes | 61,592 | 594,287 | 92,217 | 783 | NA | 8.2 | |
MetaCarvel | 29,883 | 699,981 | 90,014 | 718 | 58 s | 2.1 | |
4 | OPERA-LG | 22,952 | 1,257,853 | 168,019 | 4393 | 2 min 16 s | 2.8 |
metaSPAdes | 49,199 | 1,635,634 | 190,132 | 3823 | NA | 10.1 | |
MetaCarvel | 23,003 | 1,257,853 | 168,390 | 4374 | 2 min 48 s | 3 | |
8 | OPERA-LG | 21,866 | 1,257,855 | 393,755 | 34,351 | 3 min 13 s | 4 |
metaSPAdes | 39,460 | 1,635,634 | 190,132 | 31,823 | NA | 14.3 | |
MetaCarvel | 23,003 | 1,223,449 | 423,739 | 32,331 | 3 min 47 s | 3.8 | |
10 | OPERA-LG | 21,413 | 1,257,855 | 402,996 | 50,874 | 8 min 01 s | 5 |
metaSPAdes | 35,754 | 1,635,634 | 478,925 | 52,165 | NA | 22.5 | |
MetaCarvel | 21,033 | 1,332,109 | 418,821 | 49,839 | 10 min 41 s | 5.2 | |
14 | OPERA-LG | 18,370 | 1,461,964 | 676,339 | 72,581 | 14 min 08 s | 8.1 |
metaSPAdes | 29,298 | 1,635,789 | 668,856 | 78,337 | NA | 28.1 | |
MetaCarvel | 18,281 | 1,463,318 | 686,311 | 73,522 | 13 min 14 s | 7.4 |
The runtime for metaSPAdes is not mentioned (marked NA) since we cannot separate the assembly from the scaffolding steps. Maximum contig size is the same for OPERA-LG and MetaCarvel because the same input assembly was used as input to them