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Conversational Recommendation research benchmarks – Page 2 · SOTA2 Research

Conversational Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MovieLens 1M 1.0 (full)

14.37Recall@5

4

Jun 23, 2026

4.08Rec.Q Score

4

Apr 14, 2026

2.17Recall@1

4

Mar 20, 2026

GoRecDial 1.0 (test)

81.1T@1

4

Feb 26, 2026

3Recall@1

4

Feb 26, 2026

INSPIRED Offline 1.0

Llama2 + FNSCRS

9.32R@1

4

Feb 26, 2026

ReDial 1.0 (Offline)

Llama2 + FNSCRS

4.46R@1

4

Feb 26, 2026

4.16Recommendation Quality (Rec.Q)

3

Apr 14, 2026

INSPIRED (n=200)

3.96Rec.Q

3

Apr 14, 2026

Page 2 of 2

Popular datasets

REDIAL INSPIRED MovieLens CDs Amazon Reviews

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