Dialogue Evaluation Alignment on CRSArena-Eval KG (test) benchmark leaderboard · SOTA2 Research

Dialogue Evaluation Alignment on CRSArena-Eval KG (test)

0.543Pearson r (Turn-level Rel.)FACE

Evaluation Results

Method	Links
FACE2026.06		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-Eval2026.06		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
FACE2026.06		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
LLMDirect2026.06		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+ICL2026.06		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
UniEval2026.06		0.416	0.428	0.262	0.401	0.563	0.541	—	—	—	—	—	—	0.618	0.659	—	—