Commit 10209c98 authored by calebgeniesse's avatar calebgeniesse
Browse files

document performance on clintox benchmark in README.md

parent afc299c3
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+13 −0
Original line number Diff line number Diff line
@@ -190,6 +190,10 @@ Index splitting
|           |Multitask network   |0.830              |0.678              |
|           |robust MT-NN        |0.825              |0.680              |
|           |graph convolution   |0.821              |0.720              |
|clintox    |logistic regression |0.967              |0.676              |
|           |Multitask network   |0.934              |0.830              |
|           |robust MT-NN        |0.949              |0.827              |
|           |graph convolution   |0.946              |0.860              |

Random splitting

@@ -215,6 +219,10 @@ Random splitting
|           |Multitask network   |0.836        	     |0.684              |
|           |robust MT-NN        |0.822              |0.681              |
|           |graph convolution   |0.820        	     |0.717              |
|clintox    |logistic regression |0.972              |0.725              |
|           |Multitask network   |0.951              |0.834              |
|           |robust MT-NN        |0.959              |0.830              |
|           |graph convolution   |0.975              |0.876              |

Scaffold splitting

@@ -240,6 +248,10 @@ Scaffold splitting
|           |Multitask network   |0.828              |0.617              |
|           |robust MT-NN        |0.830              |0.614              |
|           |graph convolution   |0.832              |0.638              |
|clintox    |logistic regression |0.960              |0.803              |
|           |Multitask network   |0.947              |0.862              |
|           |robust MT-NN        |0.953              |0.890              |
|           |graph convolution   |0.957              |0.823              |

* Regression

@@ -291,6 +303,7 @@ Number of tasks and examples in the datasets
|pcba            |128        |439863     |
|sider           |27         |1427       |
|toxcast         |617        |8615       |
|clintox         |2          |1491       |
|delaney         |1          |1128       |
|sampl           |1          |643        |
|kaggle          |15         |173065     |