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Dialogue Response Generation research benchmarks · SOTA2 Research

Dialogue Response Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

35.8B-4 Score

38

Apr 10, 2026

ReBotGEN + EventWeave

33.5B-4

38

Apr 10, 2026

53.3BLEU-1

20

Feb 26, 2026

Topical-Chat Global

98.5Und

16

Feb 26, 2026

45.84F1

14

May 21, 2026

47.43F1

14

May 21, 2026

KEEM (KMSC memories) 1.0 (test)

Llama10.8B tuned Korean

5.47Perplexity

14

Feb 26, 2026

22.89F1

12

Feb 26, 2026

24.18BLEU-1 Score

10

Jun 12, 2026

bAbI Dialogue Task 5 OOV

92Per-response Accuracy

9

Feb 26, 2026

bAbI Dialogue Task 4 OOV

100Per-response Accuracy

9

Feb 26, 2026

bAbI Dialogue Task 3 OOV

96.7Accuracy (Per Response)

9

Feb 26, 2026

bAbI Dialogue Task 2 OOV

100Accuracy (Per-response)

9

Feb 26, 2026

bAbI Dialogue Task 1 OOV

1Per-response Accuracy

9

Feb 26, 2026

bAbI Dialogue Task 5

99.6Per-response Accuracy

9

Feb 26, 2026

bAbI Dialogue Task 4

100Per-response Accuracy

9

Feb 26, 2026

bAbI Dialogue Task 3

96.3Accuracy (Per-response)

9

Feb 26, 2026

bAbI Dialogue Task 2

100Per-response accuracy

9

Feb 26, 2026

bAbI Dialogue Task 1

100Per-response Accuracy

9

Feb 26, 2026

DialogLM + EventWeave

29.1BLEU-4

8

Apr 10, 2026

KEEM memories 1.0 (test)

Llama10.8B tuned Korean

4.56Perplexity

7

Feb 26, 2026

Dialogue Dataset (test)

37.2Adversarial Success

7

Feb 26, 2026

GROWOVER-DIALOGUE (ALL)

4.7BLEU Score (Month 9)

6

Feb 27, 2026

GROWOVER-DIALOGUE (CHANGED)

7.26BLEU (Month 9)

6

Feb 27, 2026

100 randomly sampled conversational pairs (test)

66.1Appropriateness

6

Feb 26, 2026

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