Long-form Dialogue on LoCoMo benchmark leaderboard · SOTA2 Research

Long-form Dialogue on LoCoMo

37.24EMDYCP

Evaluation Results

Method	Links
DYCP2026.01		37.24	7.48	3.41	6.83	90.45	1.85
DYCP2026.01		35.46	12.45	5.91	11.56	91.46	0.97
Full Context2026.01		34.69	6.89	2.98	6.24	89.57	5.3
Full Context2026.01		33.67	12.31	5.63	11.35	92.06	2.41
DYCP2026.01		31.89	7.98	3.16	7.08	83.05	1.52
DYCP2026.01		28.32	16.12	6.69	14.79	80.44	0.88
DYCP2026.01		26.53	14.72	6.22	13.51	83.27	1.1
Full Context2026.01		26.28	6.69	2.64	5.99	74.21	5.54
DYCP2026.01		25.26	23.44	10.39	21.84	79.04	1.52
DYCP2026.01		25	9.63	4.15	8.88	75.96	0.98
Full Context2026.01		24.49	15.04	6.01	13.91	74.96	2.43
Full Context2026.01		24.23	12.28	5.16	11.28	75.13	2.32
Full Context2026.01		22.96	9.02	3.9	8.3	72.57	6.56
SCM4LLMs2026.01		22.19	5.8	1.86	5.25	62.82	6.65
Full Context2026.01		21.17	20.59	8.81	19.33	66.75	10.18
SeCom2026.01		21.17	12.45	4.7	11.32	67.19	1.26
SeCom2026.01		21.17	6.04	2.11	5.38	60.88	1.53
SeCom2026.01		19.64	12.01	4.5	10.97	66.09	0.88
SCM4LLMs2026.01		19.13	13.64	5.4	12.59	66.47	2.1
CondMem2026.01		16.84	12.39	4.83	11.49	57.07	7.45
CondMem2026.01		16.58	16.53	5.96	15.19	56.36	3.25
SCM4LLMs2026.01		12.5	9.84	3.66	9.03	49.6	2.01
MemoChat2026.01		9.69	7.69	2.65	6.83	45.62	2.46
MemoChat2026.01		6.89	7.05	1.79	6.19	43.39	2.24
No Context2026.01		4.08	5.24	0.92	4.64	23.9	0.05
MemoChat2026.01		3.83	3.58	0.58	3.08	30.15	5.53
No Context2026.01		1.79	2.73	0.33	2.36	15.57	0.48
No Context2026.01		1.79	3.09	0.33	2.66	17.19	0.48
No Context2026.01		1.79	4.76	0.66	3.95	25.21	0.43
No Context2026.01		1.28	3.23	0.31	2.8	21.49	0.04
No Context2026.01		0.77	2.83	0.21	2.46	13.3	1.15
No Context2026.01		0.51	2.47	0.2	2.18	13.3	1.15