Emotion Transfer on ESD, TIMIT, and CREMA-D Evaluation Suite (test) benchmark leaderboard · SOTA2 Research

Emotion Transfer on ESD, TIMIT, and CREMA-D Evaluation Suite (test)

5.72SSSTStarGANv2-EST

Evaluation Results

Method	Links
StarGANv2-EST2025.05		5.72	8.28	6.61	6.02	—	9.41	—	7.21
S2S-ZEST2025.05		5.58	4.94	5.55	6.48	6.03	13.53	12.43	7.79
ZEST2025.05		5.11	5.32	5.19	6.11	5.92	16.57	16.42	8.66
VEVO2025.05		4.55	7.65	4.72	7.68	6.16	14.36	14.06	8.45
S2S-ZEST-diverse2025.05		3.65	3.15	3.51	4.82	5.02	11.63	10.84	6.09
VEVO2025.05		0.86	0.87	0.86	0.86	0.85	0.87	0.86	0.86
StarGANv2-EST2025.05		0.76	0.76	0.67	0.65	—	0.65	—	0.7
S2S-ZEST-diverse2025.05		0.75	0.74	0.76	0.74	0.76	0.61	0.59	0.71
ZEST2025.05		0.74	0.75	0.74	0.72	0.73	0.54	0.53	0.68
S2S-ZEST2025.05		0.74	0.73	0.74	0.72	0.73	0.53	0.53	0.68
S2S-ZEST2025.05		0.69	0.71	0.58	0.56	0.64	0.59	0.51	0.61
S2S-ZEST2026.03		0.69	0.71	0.58	0.56	0.64	0.59	0.51	0.61
S2S-ZEST-diverse2025.05		0.67	0.7	0.55	0.52	0.59	0.57	0.5	0.59
S2S-ZEST-diverse2026.03		0.67	0.7	0.55	0.52	0.59	0.57	0.5	0.59
ZEST2025.05		0.59	0.62	0.52	0.51	0.53	0.48	0.41	0.52
ZEST2026.03		0.59	0.62	0.52	0.51	0.53	0.48	0.41	0.52
StarGANv2-EST2025.05		0.39	0.37	0.37	0.37	—	0.25	—	0.35
StarGANv2-EST2026.03		0.39	0.37	0.37	0.37	—	0.25	—	0.35
VEVO2025.05		0.01	0.03	0.01	0.04	0.01	0.37	0.02	0.04
VEVO2026.03		0.01	0.03	0.01	0.04	0.01	0.37	0.02	0.04