Dataset Cheatsheet
Note
This dataset statistics table is a work in progress. Please consider helping us filling its content by providing statistics for individual datasets. See here and here for examples on how to do so.
Name |
#graphs |
#nodes |
#edges |
#features |
#classes/#tasks |
---|---|---|---|---|---|
1 |
34 |
156 |
34 |
4 |
|
└─ MUTAG |
188 |
~17.9 |
~39.6 |
7 |
2 |
└─ ENZYMES |
600 |
~32.6 |
~124.3 |
3 |
6 |
└─ PROTEINS |
1,113 |
~39.1 |
~145.6 |
3 |
2 |
└─ COLLAB |
5,000 |
~74.5 |
~4914.4 |
0 |
3 |
└─ IMDB-BINARY |
1,000 |
~19.8 |
~193.1 |
0 |
2 |
└─ REDDIT-BINARY |
2,000 |
~429.6 |
~995.5 |
0 |
2 |
└─ … |
|||||
└─ PATTERN |
10,000 |
~118.9 |
~6,098.9 |
3 |
2 |
└─ CLUSTER |
10,000 |
~117.2 |
~4,303.9 |
7 |
6 |
└─ MNIST |
55,000 |
~70.6 |
~564.5 |
3 |
10 |
└─ CIFAR10 |
45,000 |
~117.6 |
~941.2 |
5 |
10 |
└─ TSP |
10,000 |
~275.4 |
~6,885.0 |
2 |
2 |
└─ CSL |
150 |
~41.0 |
~164.0 |
0 |
10 |
└─ Cora |
1 |
2,708 |
10,556 |
1,433 |
7 |
└─ CiteSeer |
1 |
3,327 |
9,104 |
3,703 |
6 |
└─ PubMed |
1 |
19,717 |
88,648 |
500 |
3 |
1 |
65,755 |
251,550 |
61,278 |
186 |
|
└─ Cora |
1 |
19,793 |
126,842 |
8,710 |
70 |
└─ Cora_ML |
1 |
2,995 |
16,316 |
2,879 |
7 |
└─ CiteSeer |
1 |
4,230 |
10,674 |
602 |
6 |
└─ DBLP |
1 |
17,716 |
105,734 |
1,639 |
4 |
└─ PubMed |
1 |
19,717 |
88,648 |
500 |
3 |
1 |
19,793 |
126,842 |
8,710 |
70 |
|
└─ CS |
1 |
18,333 |
163,788 |
6,805 |
15 |
└─ Physics |
1 |
34,493 |
495,924 |
8,415 |
5 |
└─ Computers |
1 |
13,752 |
491,722 |
767 |
10 |
└─ Photo |
1 |
7,650 |
238,162 |
745 |
8 |
20 |
~2,245.3 |
~61,318.4 |
50 |
121 |
|
1 |
232,965 |
114,615,892 |
602 |
41 |
|
1 |
232,965 |
23,213,838 |
602 |
41 |
|
1 |
89,250 |
899,756 |
500 |
7 |
|
1 |
716,847 |
13,954,819 |
300 |
100 |
|
1 |
1,569,960 |
264,339,468 |
200 |
107 |
|
7,211 |
~15.4 |
~245.0 |
0 |
14 |
|
130,831 |
~18.0 |
~37.3 |
11 |
19 |
|
1 |
203,769 |
234,355 |
165 |
2 |