Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Reddit 2
70.57AUROC
5
REDDIT-M-5K (test)
107.32Avg Vertex Cover Size
5
REDDIT-M-12K (test)
81.52Avg Vertex Cover Size
5
Reddit standard (test)
0.664AUC
5
Reddit MC and SC (test)
0.728Cohen's Kappa
5
Reddit (test)
25.09ROUGE-1
5
Reddit
3.59Relevance
5
Reddit Full Posting History Phase 2 (test)
86.1Macro F1
4
Reddit
85.4Preference Rate
4
REDDIT-B
1,182.73Total Runtime (seconds)
4
Reddit (transductive)
99.82AUC-ROC
4
Reddit
99.49Precision
4
Reddit
99.46Precision
4
Reddit
91.47Precision
4
reddit 10% nodes (test)
92Micro-F1
4
Reddit dataset question-based prompts (val)
97.1Accuracy
4
Reddit question-based prompts (train)
96.5Accuracy
4
Reddit
6,187Output Size
4
Reddit
44,635N=1 Count
4
REDDIT-M5K
60.8Accuracy
4
REDDIT-B
61.6Accuracy
4
reddit (val)
96.2F1 Score
4
reddit (train)
97.9F1 Score
4
Reddit
50.58F1 Macro
4
Reddit
50.61F1 Macro
4