pokec
Benchmarks
TaskDatasetSOTA resultTrendResults
Pokec
86.33Accuracy
95
pokec (test)
86.46Accuracy
78
Pokec-n
0.44Delta SP
46
Pokec_n 10-shot
74.65Accuracy
32
Pokec-n
71.36Accuracy
28
Pokec-z
71.33Accuracy
28
pokec 50/25/25 (test)
82.04Accuracy
17
Pokec-n (test)
68.86F1 Score
16
Pokec non-homophilous large-scale (test)
0.828Accuracy
15
Pokec
43NF(1) Score
13
Pokec H2GB (test)
76.23Accuracy
11
Pokec-z
82.59AA
10
Pokec-n
81.76AA
10
Pokec-z-R r: 0.05 (test)
64.62Accuracy
9
Pokec-z-G r: 0.05 (test)
64.78Accuracy
9
Pokec-n-R r: 0.05 (test)
70.47Accuracy
9
Pokec-n-G r: 0.05 (test)
70.87Accuracy
9
Pokec-n to Pokec-z transfer
73.01AA
9
Pokec (50%/25%/25%)
74.73Accuracy
9
Pokec-n (test)
70.1Accuracy
9
Pokec-z
0.53H(Acc, ΔDP, ΔEO)
8
pokec official OGB split
74.93Accuracy
8
Pokec-z (test)
70.49Accuracy
7
Pokec-n
170Training Time (s)
7
Pokec-z
180Training Time (s)
7