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pyg-team · Mar 5, 2019 · e7c619a · e7c619a
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diff --git a/benchmark/kernel/README.md b/benchmark/kernel/README.md
@@ -1,7 +1,17 @@
 # Graph Classification
 
 Evaluation script for various methods on [common benchmark datasets](http://graphkernels.cs.tu-dortmund.de) via 10-fold cross validation, where a training fold is randomly sampled to serve as a validation set.
-Hyperparameter selection is performed for the number of hidden units and the number of layers with respect to the validation set.
+Hyperparameter selection is performed for the number of hidden units and the number of layers with respect to the validation set:
+
+* **[GCN](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/gcn.py)**
+* **[GraphSAGE](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/graph_sage.py)**
+* **[GIN](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/gin.py)**
+* **[Graclus](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/graclus.py)**
+* **[Top-K-Pooling](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/top_k.py)**
+* **[DiffPool](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/diff_pool.py)**
+* **[GlobalAttention](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/global_attention.py)**
+* **[Set2Set](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/set2set.py)**
+* **[SortPool](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/kernel/sort_pool.py)**
 
 Run (or modify) the whole test suite via
 

diff --git a/benchmark/points/README.md b/benchmark/points/README.md
@@ -2,8 +2,8 @@
 
 Evaluation scripts for various methods on the ModelNet10 dataset:
 
-* **[MPNN]()**: `python mpnn.py`
-* **[PointNet++]()**: `python point_net.py`
-* **[EdgeCNN]()**: `python edge_cnn.py`
-* **[SplineCNN]()**: `python spline_cnn.py`
-* **[PointCNN]()**: `python point_cnn.py`
+* **[MPNN](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/points/mpnn.py)**: `python mpnn.py`
+* **[PointNet++](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/points/point_net.py)**: `python point_net.py`
+* **[EdgeCNN](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/points/edge_cnn.py)**: `python edge_cnn.py`
+* **[SplineCNN](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/points/spline_cnn.py)**: `python spline_cnn.py`
+* **[PointCNN](https://github.com/rusty1s/pytorch_geometric/blob/master/benchmark/points/point_cnn.py)**: `python point_cnn.py`