@@ -93,21 +93,21 @@ Node classification (Micro-F1, %):
 
 Graph classification (Accuracy, %)
 
-|              | IMDB-B         | IMDB-M         | PROTEINS       | COLLAB         | MUTAG          | REDDIT-B       | NCI1       |
-| ------------ | -------------- | -------------- | -------------- | -------------- | -------------- | -------------- | ---------- |
-| InfoGraph    | 73.03±0.87     | 49.69±0.53     | 74.44±0.31     | 70.65±1.13     | 89.01±1.13     | 82.50±1.42     | 76.20±1.06 |
-| GraphCL      | 71.14±0.44     | 48.58±0.67     | 74.39±0.45     | 71.36±1.15     | 86.80±1.34     | **89.53±0.84** | 77.87±0.41 |
-| MVGRL        | 74.20±0.70     | 51.20±0.50     | -              | -              | **89.70±1.10** | 84.50±0.60     | -          |
-| **GraphMAE** | **75.52±0.66** | **51.63±0.52** | **75.30±0.39** | **80.32±0.46** | 88.19±1.26     | 88.01±0.19     | 80.40±0.30 |
+|                    | IMDB-B         | IMDB-M         | PROTEINS       | COLLAB         | MUTAG          | REDDIT-B       | NCI1           |
+| ------------------ | -------------- | -------------- | -------------- | -------------- | -------------- | -------------- | -------------- |
+| InfoGraph          | 73.03±0.87     | 49.69±0.53     | 74.44±0.31     | 70.65±1.13     | 89.01±1.13     | 82.50±1.42     | 76.20±1.06     |
+| GraphCL            | 71.14±0.44     | 48.58±0.67     | 74.39±0.45     | 71.36±1.15     | 86.80±1.34     | **89.53±0.84** | 77.87±0.41     |
+| MVGRL              | 74.20±0.70     | 51.20±0.50     | -              | -              | **89.70±1.10** | 84.50±0.60     | -              |
+| **GraphMAE(ours)** | **75.52±0.66** | **51.63±0.52** | **75.30±0.39** | **80.32±0.46** | 88.19±1.26     | 88.01±0.19     | **80.40±0.30** |
 
 Transfer learning on molecular property prediction (ROC-AUC, %): 
 
-|              | BBBP         | Tox21    | ToxCast      | SIDER        | ClinTox      | MUV      | HIV          | BACE         | Avg.     |
-| ------------ | ------------ | -------- | ------------ | ------------ | ------------ | -------- | ------------ | ------------ | -------- |
-| AttrMasking  | 64.3±2.8     | 76.7±0.4 | **64.2±0.5** | 61.0±0.7     | 71.8±4.1     | 74.7±1.4 | 77.2±1.1     | 79.3±1.6     | 71.1     |
-| GraphCL      | 69.7±0.7     | 73.9±0.7 | 62.4±0.6     | 60.5±0.9     | 76.0±2.7     | 69.8±2.7 | **78.5±1.2** | 75.4±1.4     | 70.8     |
-| GraphLoG     | **72.5±0.8** | 75.7±0.5 | 63.5±0.7     | **61.2±1.1** | 76.7±3.3     | 76.0±1.1 | 77.8±0.8     | **83.5±1.2** | 73.4     |
-| **GraphMAE** | 72.0±0.6     | 75.5±0.6 | 64.1±0.3     | 60.3±1.1     | **82.3±1.2** | 76.3±2.4 | 77.2±1.0     | 83.1±0.9     | **73.8** |
+|                    | BBBP         | Tox21    | ToxCast      | SIDER        | ClinTox      | MUV      | HIV          | BACE         | Avg.     |
+| ------------------ | ------------ | -------- | ------------ | ------------ | ------------ | -------- | ------------ | ------------ | -------- |
+| AttrMasking        | 64.3±2.8     | 76.7±0.4 | **64.2±0.5** | 61.0±0.7     | 71.8±4.1     | 74.7±1.4 | 77.2±1.1     | 79.3±1.6     | 71.1     |
+| GraphCL            | 69.7±0.7     | 73.9±0.7 | 62.4±0.6     | 60.5±0.9     | 76.0±2.7     | 69.8±2.7 | **78.5±1.2** | 75.4±1.4     | 70.8     |
+| GraphLoG           | **72.5±0.8** | 75.7±0.5 | 63.5±0.7     | **61.2±1.1** | 76.7±3.3     | 76.0±1.1 | 77.8±0.8     | **83.5±1.2** | 73.4     |
+| **GraphMAE(ours)** | 72.0±0.6     | 75.5±0.6 | 64.1±0.3     | 60.3±1.1     | **82.3±1.2** | 76.3±2.4 | 77.2±1.0     | 83.1±0.9     | **73.8** |