Dataset | DeepMPF (ours) | Without sequence modality (-△) | Without heterogeneous structure modality (-△) | Without similarity modality (-△) | Only modality of sequence (-△) |
---|---|---|---|---|---|
Enzyme | 0.9645 | 0.9618 (− 0.0027) | 0.9405 (− 0.0240) | 0.9503 (− 0.0142) | 0.8462 (− 0.1183) |
GPCR | 0.8781 | 0.8628 (− 0.0153) | 0.8403 (− 0.0378) | 0.8573 (− 0.0208) | 0.7599 (− 0.1182) |
Ion channel | 0.9762 | 0.9747 (− 0.0015) | 0.9463 (− 0.0299) | 0.9657 (− 0.0105) | 0.7341 (− 0.2421) |
Nuclear receptor | 0.8271 | 0.7870 (− 0.0401) | 0.8131 (− 0.0140) | 0.7938 (− 0.0333) | 0.8050 (− 0.0221) |