Table 3.
Comparing the SS prediction accuracy of Splice2Deep and state-of-the-art tools using five well-studied organisms. Results in bold represent the best performing model. N/A indicates that the tool has not and cannot be trained for that specific organism.
| Organism | Gene-Splicer | Splice-Predictor | DeepSS | Splicerover | Splice2Deep | |
|---|---|---|---|---|---|---|
| AcSS | Homo sapiens | 83.31 | 88.01 | 94.85 | 95.35 | 96.91 |
| Arabidopsis thaliana | 87.76 | 92.13 | N/A | 94.35 | 95.21 | |
| Oryza sativa japonica | 84.21 | 89.42 | N/A | N/A | 93.89 | |
| Drosophila melanogaster | 88.66 | 88.69 | N/A | N/A | 94.07 | |
| Caenorhabditis elegans | N/A | N/A | 93.32 | N/A | 98.08 | |
| DoSS | Homo sapiens | 79.48 | 88.2 | 94.76 | 96.18 | 97.38 |
| Arabidopsis thaliana | 90.85 | 92.49 | N/A | 94.25 | 95.59 | |
| Oryza sativa japonica | 86.17 | 87.5 | N/A | N/A | 94.33 | |
| Drosophila melanogaster | 90.19 | 88.79 | N/A | N/A | 90.52 | |
| Caenorhabditis elegans | N/A | N/A | 94.01 | N/A | 97.68 |