Table 8.
Family | DeepConvDTI | TransformerCPI | HyperattentionDTI | Perceiver CPI (ours) | Gold | Glide | Surflex | FlexX | Blaster |
---|---|---|---|---|---|---|---|---|---|
GPCR (DUD-E) | 9.728(±11.534) | 0.814(±1.178) | 3.982(±3.119) | 16.366(±15.921) | N/a | N/a | N/a | N/a | 11.8(±8.136) |
(DUD-E) | 0.152(±0.174) | 0.018(±0.040) | 0.071(±0.058) | 0.236(±0.177) | 0.282(±0.154) | 0.198(±0.205) | 0.284(±0.098) | 0.156(±0.135) | N/a |
Diverse | 0.292(±0.774) | 0.922(±0.819) | 1.075(0.876) | 1.88(±1.297) | N/a | N/a | N/a | N/a | 13.571(±12.908) |
(DUD-E) | 0.005(±0.015) | 0.021(0.016) | 0.023(±0.018) | 0.031(±0.022) | 0.295(±0.180) | 0.258(±0.170) | 0.118(±0.093) | 0.104(±0.059) | N/a |