Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

LongForm dataset and benchmarks · SOTA2 Research

Research Datasets

LongForm

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Watermark Detection

longform_qa

100Accuracy

48

Detection Accuracy

LongForm QA

99.88Accuracy

24

Uncertainty Quantification

Longform

0.221PRR

18

Uncertainty Quantification

Longform

65.9AUROC

18

Long-form Fact-checking

LongForm Bio

0.857FactScore

12

Response reliability estimation

Longform

0.654AUROC

9

Longform

21.9Generation Metric

6

Factuality Evaluation

LongForm

33.4Precision

6

LongForm

100Score (gpt-5.1)

5

LongForm

100Score (gpt-5.1)

5

Popular tasks

Uncertainty Quantification Detection Watermark Detection Factuality Evaluation Watermarking

Follow for updates

Join SOTA2 Contact