Enzyme-catalyzed reaction classification on Enzyme Commission (EC) numbers (test)
87.2Reaction Class AccuracyHermosilla et al.
Evaluation results
| Method | Links | |
|---|---|---|
| Hermosilla et al.Modality=Structure-based, Parameters=9.8 M2022.04 | 87.2 | |
| HOLOPROTParameters=0.64 M, Representation=molecular superpixels2022.04 | 78.9 | |
| Derevyanko et al.Modality=Structure-based, Parameters=6.0 M2022.04 | 78.8 | |
| HOLOPROTParameters=0.64 M, Representation=full surface2022.04 | 77.8 | |
| Elnaggar et al.Modality=Sequence-based, Parameters=420.0 M2022.04 | 72.2 | |
| Hou et al.Modality=Sequence-based, Parameters=41.7 M2022.04 | 70.9 | |
| Rao et al. (Transformer)Modality=Sequence-based, Parameters=38.4 M2022.04 | 69.8 | |
| Kipf and WellingModality=Structure-based, Parameters=1.0 M2022.04 | 67.3 | |
| Bepler and BergerModality=Sequence-based, Parameters=31.7 M2022.04 | 66.7 |