DBLP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DBLP
60.6Accuracy
9
DBLP
1.761Max GPU Memory (MB)
9
DBLP
0.011Overlap Tail Gap
8
DBLP 20% (train val)
42.9Accuracy
8
DBLP (5% train val)
38.2Accuracy
8
DBLP Pair Noise 40%
53Accuracy
8
DBLP Pair Noise 30%
68.57Accuracy
8
DBLP Pair Noise 20%
73.7Accuracy
8
DBLP Pair Noise 10%
75.43Accuracy
8
DBLP Uniform Noise 40%
62.53Accuracy
8
DBLP Uniform Noise 30%
75.6Accuracy
8
DBLP (Uniform Noise 10%)
75.87Accuracy
8
DBLP Clean
75.33Accuracy
8
DBLP classic (test)
5.86Score M1
8
DBLP
100Diversity
8
DBLP (test)
91.84Validity
7
DBLP
91.84Validity
7
DBLP Author Citation (20% train)
65.47Micro-F1
7
DBLP (inductive)
79.32AUC
6
DBLP
96WSC Coverage
6
DBLP
1.16Marginal Prediction Length
6
DBLP
1.35WSC Prediction Length
6
DBLP
50.08macro-F1
6
DBLP 80% uniform noise (test)
26Accuracy
6
DBLP 60% uniform noise (test)
47Accuracy
6