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Dialogue Generation research benchmarks – Page 3 · SOTA2 Research

Dialogue Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LoCoMo Large-Scale (N=50)

24.03BLEU-1

5

Jun 12, 2026

8.99BLEU

5

Feb 26, 2026

15.11BLEU

5

Feb 26, 2026

26.3BLEU

5

Feb 26, 2026

DSTC-8 Reddit (test)

SECOND THOUGHTS (AEM + VM default)

12.56R-L Score

5

Feb 26, 2026

Movie Dic (test)

SECOND THOUGHTS (AEM + VM default)

17.35ROUGE-L

5

Feb 26, 2026

3.59Relevance

5

Feb 26, 2026

4.25M-MOS

4

Jun 18, 2026

CC N=100 (test)

4.88Coherence

4

Jun 12, 2026

MSC N=100 (test)

4.85Coherence

4

Jun 12, 2026

DuRecDial OOD 2.0 (test)

3.03Proactivity

4

May 13, 2026

DuRecDial ID 2.0 (test)

2.9Proactivity

4

May 13, 2026

DuRecDial ID (test)

3.17Proficiency

4

May 13, 2026

Norm-grounded Dialogue English (test)

65Win Rate vs. NormDial

4

Mar 13, 2026

EmpatheticDialogues (ED) (test)

19.3F1 Score

4

Feb 27, 2026

21.7F1 Score

4

Feb 27, 2026

DailyDialog (test)

14.17BLEU-1

4

Feb 26, 2026

22.61BLEU

3

Jun 9, 2026

Norm-grounded Dialogue (Chinese) (test)

79Win Rate vs NormDial

3

Mar 13, 2026

Custom set of generated dialogues (test)

100Win Rate

3

Feb 26, 2026

Fisher Dialogue (test)

11.77WER

3

Feb 26, 2026

3.01BLEU-4

3

Feb 26, 2026

Reddit conversation (test)

1.93Fluency

3

Feb 26, 2026

Blended Skill Talk (BST) (test)

17.8F1 Score

3

Feb 27, 2026

PERSONA-CHAT original (dev)

Transfertransfo

41.7Category 1 Score

3

Feb 26, 2026

Page 3 of 4

Popular datasets

DailyDialog DuRecDial Wizard of Wikipedia Persona-Chat ConvAI2

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