Response Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
28BLEU
6
Feb 26, 2026
75Pairwise Diversity
6
Feb 26, 2026
78.5Pairwise Diversity
6
Feb 26, 2026
5.4BLEU
6
Feb 26, 2026
96.4Match Acc
6
Feb 26, 2026
57.09F1 Score
5
Jun 4, 2026
43.65F1 Score
5
Jun 4, 2026
13.73BLEU-4
5
May 26, 2026
2.43Relevance Score
5
Feb 26, 2026
13.84Perplexity (PPL)
5
Feb 26, 2026
50BLEU-1
5
Feb 26, 2026
0.866Match Score
5
Feb 26, 2026
0.851CIDEr
4
May 26, 2026
29.6BLEU
4
Feb 26, 2026
92.7Fact Recall
4
Feb 26, 2026
23.6BLEU-1
4
Feb 26, 2026
85.1CIDEr
4
Feb 26, 2026
7.4Response Score
3
Jun 12, 2026
63.08Success Rate
3
Feb 26, 2026
61Win Count
3
Feb 26, 2026
0.95Win Rate
3
Feb 26, 2026
0.005BLEU
2
Feb 26, 2026
72Adversarial Win Rate
1
Feb 26, 2026
62Adversarial Win Rate
1
Feb 26, 2026