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Results of the cross-domain experiment (trained on Davis and tested on PDBbind)
| Model | MSE | CI |
|---|---|---|
| DeepDTA (Öztürk et al., 2018) | 4.716 | 0.500 |
| DeepConvDTI (Lee et al., 2019) | 5.400 | 0.477 |
| TransformerCPI (Chen et al., 2020) | 4.962 | 0.497 |
| GraphDTA (GINs) (Nguyen et al., 2021) | 6.323 | 0.516 |
| HyperattentionCPI (Zhao et al., 2022) | 5.946 | 0.410 |
| Perceiver CPI (ours) | 4.612 | 0.532 |
