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INSPIRED dataset and benchmarks · SOTA2 Research

Research Datasets

INSPIRED

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Conversational Recommendation

INSPIRED (test)

10.6R@1

52

INSPIRED

3.997Distinct-2

27

Multi-turn information acquisition

Inspired

92.86Success Rate (SR)

25

Conversational Recommendation

INSPIRED

2.2User Satisfaction

15

INSPIRED

9.8Recall@1

12

INSPIRED

0.144HIT@5

8

INSPIRED

0.094R@1

8

Dialog Generation

Inspired

6.36Perplexity (PPL)

7

Inspired (test)

8.31N@5

6

Conversational Recommendation

INSPIRED Offline 1.0

9.32R@1

4

Conversational Recommendation

INSPIRED (n=200)

3.96Rec.Q

3

Popular tasks

Conversational Recommendation Recommendation Conversation Dialog Generation Multi-turn information acquisition

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