Physics
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Physics
98.6Accuracy
205
Physics
97.68Accuracy
91
Physics (test)
95.56Median Test Accuracy
48
Physics
91.45Overall F1
34
Physics Co-authorship 5-way (test)
88.92Accuracy
33
Physics (GU)
0ASR (%)
32
Physics semi-supervised
94.87Accuracy
30
Physics
185.8Avg Detected Communities
27
Physics
99.82AUROC
25
Physics
76NMI
24
Physics
0.03Runtime (s)
20
Physics Cross-domain
95.83Accuracy
18
Physics C-Eval WebInstruct
80.15C-Eval Score
18
Physics Homophilic (10 train/val/test)
99.44Accuracy
16
Physics
69.5Avg@16 (1h)
16
Physics
98.79AUC (%)
15
Physics
44.1Accuracy
13
Physics
6.12Brier Score
12
Physics
0.82KDE-ECE
12
Physics
0.119Negative Log-Likelihood (NLL)
12
Physics
0.42ECE
12
Physics
0.42ECE
12
Physics (Metis)
94Accuracy
11
Physics (Louvain splitting)
93.7Accuracy
11
Physics
76.46Hits@50
11