Result
polaris/pkis1-ret-wt-mut-r-1_DGLGraphTransformer_MPNNModel
DGLGraphTransformer + MPNNModel
Submitted on: December 08, 2023,ID: cfLT8o3lYJRT1YPQnK1ED
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Tags
baselinenull model
Contributors
Related benchmark
2023-12-08
Detailed Results
| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | RET | r2 | -0.04603405084884282 |
| test | RET | pearsonr | -0.0666391412808074 |
| test | RET | spearmanr | -0.022025592298592293 |
| test | RET | explained_var | -0.00002803026336750669 |
| test | RET | mean_squared_error | 821.3172806200689 |
| test | RET | mean_absolute_error | 21.487809025483973 |
| test | RET_(V804L_mutant) | r2 | -0.0123686338302893 |
| test | RET_(V804L_mutant) | pearsonr | -0.2364370054789048 |
| test | RET_(V804L_mutant) | spearmanr | -0.23893256203962185 |
| test | RET_(V804L_mutant) | explained_var | -0.00011553222228966042 |
| test | RET_(V804L_mutant) | mean_squared_error | 709.7107502098048 |
| test | RET_(V804L_mutant) | mean_absolute_error | 20.517914373061238 |
| test | RET_(Y791F_mutant) | r2 | -0.15531196899242272 |
| test | RET_(Y791F_mutant) | pearsonr | -0.020527021874052948 |
| test | RET_(Y791F_mutant) | spearmanr | -0.019562816971206126 |
| test | RET_(Y791F_mutant) | explained_var | -0.0000084122552659327 |
| test | RET_(Y791F_mutant) | mean_squared_error | 805.2673838255398 |
| test | RET_(Y791F_mutant) | mean_absolute_error | 20.0964261268167 |