Emotional Support Conversation on ESConv (ACC, PPL, BLEU, Distinct, ROUGE) benchmark leaderboard · SOTA2 Research

Emotional Support Conversation on ESConv (ACC, PPL, BLEU, Distinct, ROUGE)

13.1PPLPRCCF

Evaluation Results

Method	Links
PRCCF2026.04		13.1	40.72	23.94	10.71	5.87	3.55	6.17	31.16	19.78
DKPE2026.04		14.88	35.51	21.38	9.27	4.93	2.92	4.88	25.95	18.87
CauESC2026.04		15.3	33.33	—	8.17	4.55	2.82	4.7	19.85	18.2
SUPPORTER2026.04		15.37	—	19.5	7.49	3.58	—	4.93	27.73	—
D2RCU2026.04		15.43	35.32	21.2	9.01	4.81	2.94	4.97	26.21	18.71
FADO2026.04		15.52	32.41	—	8.31	4.36	2.66	3.8	21.39	18.09
GLHG2026.04		15.67	—	19.66	7.57	3.74	2.13	3.5	21.26	16.37
DQ-HGAN2026.04		15.78	—	—	8.53	3.79	2.25	5.25	21.98	19.56
TransESC2026.04		15.85	34.71	17.92	7.64	4.01	2.43	4.73	20.48	17.51
KEMI2026.04		15.92	—	—	8.31	—	2.51	—	—	17.05
PAL2026.04		15.92	34.51	—	8.75	—	2.66	5	30.27	18.06
MISC2026.04		16.16	31.63	—	7.31	—	2.2	4.41	19.71	17.91
MFF-ESC2026.04		16.43	—	20.64	8.87	4.81	2.98	5.34	22.18	18.83
BlenderBot-Joint2026.04		18.11	27.72	16.99	6.18	2.95	1.66	3.27	20.87	15.13
MIME2026.04		43.27	—	16.15	4.82	1.79	1.03	2.56	12.33	14.83