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

RepLiQA dataset and benchmarks · SOTA2 Research

Research Datasets

RepLiQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Information Quality Assessment

RepLiQA seventeen topics

3.75Mean Quality Score

52

Single-document retrieval

RepLiQA

0.856F1 Score

44

Citation and Evidence Recall

RepliQA

99.5Rk

20

Question Answering

RepliQA 1,000 QA pairs (test)

37Accuracy

15

Question Answering

RepliQA

31.9Accuracy

14

Single-document retrieval

RepLiQA

0.003Latency (s)

11

Long document retrieval

RepLiQA (full)

84.22F1 Score

11

Question Answering

RepliQA (test)

1,170Elo Score

7

RepLiQA

80.23nDCG@10

4

Policy-level amplification detection

RepliQA

75.6AUROC

1

Popular tasks

Question Answering Single-document retrieval Text Retrieval Long document retrieval Citation and Evidence Recall

Follow for updates

Join SOTA2 Contact