Table 1 Detailed statistics of the datasets
From: AnomalGRN: deciphering single-cell gene regulation network with graph anomaly detection
STRING | Non-Specific | Specific | Lofgof | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
500 | 1000 | 500 | 1000 | 500 | 1000 | 500 | 1000 | ||||||||||
Cells | Node | Edge | Node | Edge | Node | Edge | Node | Edge | Node | Edge | Node | Edge | Node | Edge | Node | Edge | |
hESC | 758 | 910 | 4257 | 1410 | 5149 | 910 | 3441 | 1410 | 4617 | 910 | 4545 | 1410 | 7084 | ||||
hHEP | 425 | 948 | 7523 | 1448 | 9003 | 948 | 4129 | 1448 | 5351 | 948 | 9939 | 1448 | 15,558 | ||||
mDC | 383 | 821 | 4815 | 1321 | 5898 | 821 | 3067 | 1321 | 3918 | 821 | 756 | 1321 | 1193 | ||||
mESC | 421 | 1120 | 7762 | 1620 | 8479 | 1120 | 6893 | 1620 | 8030 | 1120 | 29,613 | 1620 | 42,795 | 1120 | 4169 | 1620 | 5742 |
mHSC-E | 1071 | 704 | 1371 | 1204 | 1826 | 704 | 1425 | 1204 | 1960 | 704 | 11,557 | 1204 | 21,975 | ||||
mHSC-GM | 889 | 632 | 748 | 1132 | 1311 | 632 | 743 | 1132 | 1358 | 632 | 7364 | 1132 | 14,135 | ||||
mHSC-L | 847 | 560 | 137 | 692 | 154 | 560 | 279 | 692 | 317 | 560 | 4398 | 692 | 5180 | ||||