From: Modeling aspects of the language of life through transfer-learning protein sequences
Method | Localization | Membrane/globular | ||
---|---|---|---|---|
Q10 (%) | Gorodkin (MCC) | Q2 | MCC | |
LocTree2a,b | 61 | 0.53 | Â | Â |
MultiLoc2a,b | 56 | 0.49 | Â | Â |
CELLOa | 55 | 0.45 | Â | Â |
WoLF PSORTa | 57 | 0.48 | Â | Â |
YLoca | 61 | 0.53 | Â | Â |
SherLoc2a,b | 58 | 0.51 | Â | Â |
iLoc-Euka,b | 68 | 0.64 | Â | Â |
DeepLoca,b | 78 | 0.73 | 92.3 | 0.844 |
DeepSeqVec-Loc | 68 ± 1 | 0.61 ± 0.01 | 86.8 ± 1.0 | 0.725 ± 0.021 |
DeepProtVec-Loc | 42 ± 1 | 0.19 ± 0.01 | 77.6 ± 1.3 | 0.531 ± 0.026 |