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

Generation Quality research benchmarks · SOTA2 Research

Generation Quality

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

94.44Success Rate (%)

18

Feb 26, 2026

73VQA Score

13

Feb 26, 2026

33.97PPL

6

May 29, 2026

44.02Perplexity (PPL)

6

May 29, 2026

40.26PPL

6

May 29, 2026

RedPajama Generation Quality Prefixes (test)

Self-Improving Pretraining: RF-NLL (rollout vs. rewrite)

32.4Standard Prefix Count

4

Feb 26, 2026

Airline Services

89Faithfulness

4

Feb 26, 2026

Building Management

97Faithfulness

4

Feb 26, 2026

90Faithfulness

4

Feb 26, 2026

77Faithfulness

4

Feb 26, 2026

Popular datasets

COCO OSE RedPajama Data Center Liquid Cooling

Follow for updates

Join SOTA2 Contact