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Comparison of Perceiver CPI and other SOTA competitors on novel-hard pair setting
| Model | MSE | CI |
|---|---|---|
| DeepDTA (Öztürk et al., 2018) | 0.948(±0.218) | 0.565(±0.040) |
| DeepConvDTI (Lee et al., 2019) | 0.768(±0.290) | 0.571(±0.052) |
| TransformerCPI (Chen et al., 2020) | 0.806(±0.254) | 0.508(±0.071) |
| GraphDTA (GINs) (Nguyen et al., 2021) | 0.931(±0.314) | 0.542(±0.070) |
| HyperattentionDTI (Zhao et al., 2022) | 0.873(±0.246) | 0.600(±0.049) |
| Perceiver CPI (ours) | 0.701(±0.244) | 0.609(±0.072) |
