ESConv
Benchmarks
TaskDatasetSOTA resultTrendResults
ESConv (test)
22.85BLEU-2
50
ESConv
73.85Success Rate
43
ESConv
70Win Rate
36
ESConv
85.89BERT-SCORE
24
ESConv
52.5Success Rate (SR)
16
ESConv (test)
34.4R@1
15
ESConv
13.1PPL
15
ESConv (test)
3.9Fluency
10
ESConv (test)
21.83BLEU-1
10
ESConv (test)
-12.1Engagingness
7
ESConv (out-of-domain)
15.62ROUGE-L
6
ESConv
10.52Macro F1
6
ESConv
187Fluency
6
ESConv
16.16Perplexity
6
ESConv (test)
34.51Accuracy
5
ESConv
55.1FES
4
ESConv (test)
2.18Identification Score
3
ESConv
99.73Empathy
3
ESConv
58Win Rate vs PRINC.
2
ESConv
0.005BLEU
2