Commit 1f871eeb authored by Joseph Gomes's avatar Joseph Gomes
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Update gdb7 benchmark with user-defined splits

parent 3e69f6e3
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+2 −0
Original line number Diff line number Diff line
@@ -265,12 +265,14 @@ Scaffold splitting
|                |MT-NN regression    |Scaffold    |0.484         |0.361         |
|gdb7            |MT-NN regression    |Index       |0.994         |0.010         |
|                |MT-NN regression    |Random      |0.860         |0.773         |
|                |MT-NN regression    |User-defined|0.996         |0.996         | 
|kaggle          |MT-NN regression    |User-defined|0.748         |0.452         |

|Dataset         |Model               |Splitting   |Train score/MAE(kcal/mol)|Valid score/MAE(kcal/mol)|
|----------------|--------------------|------------|-------------------------|-------------------------|
|gdb7            |MT-NN regression    |Index       |18.3                     |172.0                    |
|                |MT-NN regression    |Random      |44.3                     |59.1                     |
|                |MT-NN regression    |User-defined|9.0                      |9.5                      |

* General features