diff --git a/README.md b/README.md index 2cd24c2..e930ec9 100644 --- a/README.md +++ b/README.md @@ -17,6 +17,7 @@ PolyGraph is a Python library for evaluating graph generative models by providin PolyGraph discrepancy is a new metric we introduced, which provides the following advantages over maxmimum mean discrepancy (MMD): +
@@ -53,6 +54,7 @@ PolyGraph discrepancy is a new metric we introduced, which provides the followin
+
It also provides a number of other advantages over MMD which we discuss in our paper. @@ -176,6 +178,7 @@ for metric in tqdm(metrics): The following results mirror the tables from our paper. Bold indicates best, and underlined indicates second-best. Values are multiplied by 100 for legibility. Standard deviations are obtained with subsampling using `StandardPGDInterval` and `MoleculePGDInterval`. Specific parameters are discussed in the paper. +
@@ -236,5 +239,6 @@ The following results mirror the tables from our paper. Bold indicates best, and
+
* AutoGraph* denotes a variant that leverages additional training heuristics as described in the paper.