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

2Wiki dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

2Wiki

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Monolingual Question Answering

2WIKI

61.13fEM

14

Question Answering

2Wiki (In-Distribution)

77Accuracy

14

Multi-Hop Question Answering

2wiki 2018 Wikipedia dump (dev)

43.6Accuracy (%)

14

Question Answering

2WIKI (val)

27.2EM

14

Question Answering

2WIKI (out-of-domain)

40EM

14

Question Answering

2Wiki 500 samples (val)

39.6EM

14

2Wiki (test)

97.06Precision

13

Multi-hop Question Answering

2Wiki

84.2Top-5 Accuracy

12

Multi-Hop Search-Augmented QA

2Wiki (out-of-domain)

47.6Accuracy

12

Open-domain multi-hop question answering

2Wiki

75.06Answer F1

12

Multi-Hop Question Answering

2Wiki

71.7CEM (%)

12

Multi-hop Question Answering

2Wiki

5,583Token Count

12

Query Rewriting & QA

2Wiki BM25

33.6F1

12

Passage Retrieval

2Wiki (test)

94.8Recall@5

11

Open-domain Question Answering

2WIKI

48.9Accuracy

11

Multi-Hop Question Answering

2Wiki

47.91EM

10

Expected Calibration Error

2Wiki

17.43ECE

10

2Wiki (test)

57.5EM

10

Multi-hop Question Answering

2Wiki

85.7LLM Acc

9

Evidence Retrieval

2Wiki

40.7Recall@5

9

Question Answering

2Wiki Out-of-Domain (test)

71.8Accuracy

9

Retrieval-Augmented Generation

2Wiki Different Query

69.8GPT Accuracy

9

Retrieval-Augmented Generation

2Wiki Similar Query

71GPT Accuracy

9

Retrieval-Augmented Generation

2Wiki Same Query

71.8GPT Accuracy

9

Multi-Hop Question Answering

2Wiki (test)

64Pass@3

8

Page 2 of 4

Popular tasks

Multi-hop Question Answering Question Answering Multi-hop QA Retrieval Retrieval-Augmented Generation

Follow for updates

Join SOTA2 Contact