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Dialogue Evaluation Alignment on CRSArena-Eval KG (test)

0.543Pearson r (Turn-level Rel.)

FACE

Updated 1mo ago

Evaluation Results

Method	Links
FACE 2026.06		0.543	0.527	0.471	0.453	0.719	0.677	0.593	0.484	0.518	0.543	0.449	0.404	0.766	0.679	0.58	0.538
G-Eval 2026.06		0.533	0.505	0.334	0.316	0.535	0.475	0.43	0.422	0.485	0.463	0.424	0.403	0.656	0.642	0.485	0.461
FACE 2026.06		0.492	0.486	0.308	0.324	0.664	0.611	0.426	0.411	0.24	0.419	0.297	0.322	0.672	0.557	0.443	0.447
LLMDirect 2026.06		0.452	0.452	0.238	0.231	0.599	0.546	0.538	0.481	0.137	0.137	0.425	0.378	0.655	0.557	0.435	0.397
LLMCoT+ICL 2026.06		0.419	0.408	0.203	0.19	0.562	0.52	0.475	0.434	0.114	0.114	0.309	0.279	0.599	0.521	0.383	0.352
UniEval 2026.06		0.416	0.428	0.262	0.401	0.563	0.541	-	-	-	-	-	-	0.618	0.659	-	-