| Method | Classifier | Database | Performance (AUC) |
| GCLMI | GNN、AutoEncoder | lncRNASNP、starBase | 0.8567 ± 0.0009 |
| PmliPred | CNN、BiGRU | CANTATAdb2.0、miRBase、GreeNC | 0.8386 |
| LncMirNet | Role2vec、CNN | lncRNASNP2、miRbase、GENCODE | 0.9381 |
| preMLI | rna2vec、CNN、BiGRU | CANTATAdb、miRBase、GreeNC | 0.9773 |