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Wizard of Wikipedia dataset and benchmarks · SOTA2 Research

Research Datasets

Wizard of Wikipedia

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Knowledge-grounded Dialogue

Wizard of Wikipedia (WoW)

78.6Performance Score

32

Knowledge-grounded Dialog Generation

Wizard of Wikipedia (WoW)

97.7Win Rate

20

Dialogue Generation

Wizard of Wikipedia (WoW) (dev)

16.4F1 Score

19

Dialogue Generation

Wizard of Wikipedia (WoW) seen (test)

27.29BLEU-1

13

Knowledge-grounded Dialogue Generation

Wizard of Wikipedia unseen (test)

27.68BLEU-1

11

Knowledge-grounded Dialogue Generation

WoW (Wizard of Wikipedia) unseen (test)

20.7ROUGE-1

10

Knowledge-Grounded Dialogue Generation

Wizard of Wikipedia (WoW) Seen (test)

21.7ROUGE-1

10

Knowledge-grounded dialog

Wizard-of-Wikipedia (WoW) (test)

100BLEU

9

WoW (Wizard of Wikipedia) (test)

11.38F1 Score

8

Open-domain dialogue

Wizard-of-Wikipedia KILT (test)

15.78F1 Score

8

Fine-grained passage-level retrieval

WoW (Wizard of Wikipedia)

63.43Entity in Context

7

Dialogue Evaluation

Wizard of Wikipedia (WW)

12.4Perplexity

4

Dialogue Generation

Wizard of Wikipedia (WoW) (test seen)

41.34Relevance Win Rate

1

Popular tasks

Dialogue Generation Knowledge-Grounded Dialogue Generation Fine-grained passage-level retrieval Dialog Knowledge Grounded Dialogue

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