Speech Quality Assessment on QualiSpeech (test) benchmark leaderboard · SOTA2 Research

Speech Quality Assessment on QualiSpeech (test)

0.73Naturalness (PCC)LLM-judge dim.-wise

Evaluation Results

Method	Links
LLM-judge dim.-wise2026.03		0.73	0.77	0.68	0.67	0.63	0.76	0.71
SQ-LLM2026.03		0.71	0.72	0.6	0.65	0.44	0.68	0.63
Acc.+Sem. dim.-wise2026.03		0.7	0.78	0.59	0.69	0.55	0.72	0.68
QualiSpeech-FT2026.03		0.68	0.75	0.61	0.66	0.59	0.67	0.69
x (Calibration-only)2026.03		0.67	0.75	0.69	0.61	0.55	0.71	0.66
QualiSpeech-FT2026.03		0.61	0.68	0.58	0.6	0.49	0.64	0.6
QualiSpeech-FT-SALMONN2026.03		0.56	0.65	0.57	0.61	0.45	0.63	0.57
QualiSpeech-FT2026.03		0.55	0.48	0.59	0.5	0.35	0.6	0.51