Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Reddit Short
100UUA
8
Reddit Medium
100UUA
8
Reddit Long
94.44UUA
8
Reddit
-0.057Fidelity
8
Reddit-S (test)
8.8Sequence Distance (L2)
8
Reddit (test)
81.9Accuracy
8
Reddit
1,310Training Time (s)
8
Reddit
100AUROC
8
Reddit
45.2AMI
8
Reddit
0.418ARI
8
Reddit-S (test)
0.38Count MAPE
8
Reddit-C (test)
1.07Count MAPE
8
Reddit Casual
4.65Return
8
Reddit
0.52Std Dev ROUGE-1
8
Reddit (random)
93.5Accuracy
8
Reddit (test)
61.19EM
8
REDDIT (test)
84.5Macro F1
7
Reddit-S (test)
0.002MSE
7
Reddit-C (test)
0.3MSE
7
Reddit
0ASR (Confidentiality)
7
Reddit GPT generation gpt-4o-mini (test)
99.36AUROC
7
Reddit Qwen generation (test)
0.986AUROC
7
Reddit Grok generation (test)
93.42AUROC
7
Reddit 150 samples (test)
86.18Span Precision
7
Reddit (test)
2.4ROUGE
7