Table 2.
The comparison of performance on the first CAFA3 challenge dataset
Method |
F
max
|
S
min
|
AUPR |
||||||
---|---|---|---|---|---|---|---|---|---|
MFO | BPO | CCO | MFO | BPO | CCO | MFO | BPO | CCO | |
Naive | 0.290 | 0.357 | 0.562 | 10.733 | 25.028 | 8.465 | 0.130 | 0.254 | 0.456 |
DiamondBLAST | 0.431 | 0.399 | 0.506 | 10.233 | 25.320 | 8.800 | 0.178 | 0.116 | 0.142 |
DiamondScore | 0.509 | 0.427 | 0.557 | 9.031 | 22.860 | 8.198 | 0.340 | 0.267 | 0.335 |
DeepGO | 0.393 | 0.435 | 0.565 | 9.635 | 24.181 | 9.199 | 0.303 | 0.385 | 0.579 |
DeepGOCNN | 0.420 | 0.378 | 0.607 | 9.711 | 24.234 | 8.153 | 0.355 | 0.323 | 0.616 |
DeepGOPlus | 0.544 | 0.469 | 0.623 | 8.724 | 22.573 | 7.823 | 0.487 | 0.404 | 0.627 |
Best performance in bold. Fmax and AUPR, highest; Smin, lowest.