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Benchmarks
Dialogue Evaluation on Amazon Topical-Chat
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0.806
Naturalness (Pearson r)
MILE-RefHumEval
0.53872
0.60811
0.6775
0.74689
Feb 10, 2026
Naturalness (Pearson r)
Naturalness (Spearman ρ)
Coherence (Pearson r)
Coherence (Spearman ρ)
Engagingness (Pearson r)
Engagingness (Spearman ρ)
Groundedness (Pearson r)
Groundedness (Spearman ρ)
Average Score (Pearson r)
Average Score (Spearman ρ)
Updated 4d ago
Evaluation Results
Method
Method
Links
Naturalness (Pearson r)
Naturalness (Spearman ρ)
Coherence (Pearson r)
Coherence (Spearman ρ)
Engagingness (Pearson r)
Engagingness (Spearman ρ)
Groundedness (Pearson r)
Groundedness (Spearman ρ)
Average Score (Pearson r)
Average Score (Spearman ρ)
MILE-RefHumEval
2026.02
0.806
0.75
0.805
0.739
0.746
0.683
0.863
0.813
0.692
0.612
G-Eval
2026.02
0.549
0.565
0.594
0.605
0.627
0.631
0.531
0.551
0.575
0.588
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