Dialogue Response Generation on Chronicle benchmark leaderboard · SOTA2 Research

Dialogue Response Generation on Chronicle

33.5B-4ReBotGEN + EventWeave

Evaluation Results

Method	Links
ReBotGEN + EventWeave2025.03		33.5	47	0.69	8.2
EventWeave2025.03		33	46.6	0.68	8.1
EventWeave2025.03		32.4	46	0.67	8
GPT-4o + EventWeave2025.03		32.2	45.8	0.67	7.9
EventWeave2025.03		31.8	45.3	0.66	7.8
EventWeave2025.03		31.4	45	0.66	7.8
LifeLongMem2025.03		30.9	44.8	0.67	7.7
EventWeave2025.03		30.7	44.2	0.65	7.6
MemWalker2025.03		30.3	44.1	0.66	7.4
LifeLongMem2025.03		30.3	44.2	0.66	7.6
GPT-4o + LifeLongMem2025.03		30.1	44	0.66	7.5
LongMem2025.03		29.9	43.7	0.66	7.5
LifeLongMem2025.03		29.7	43.5	0.65	7.4
MemWalker2025.03		29.7	43.5	0.65	7.3
GPT-4o + MemWalker2025.03		29.5	43.3	0.65	7.2
LifeLongMem2025.03		29.3	43.2	0.65	7.4
LongMem2025.03		29.3	43.1	0.65	7.4
ProactiveCoT2025.03		29.2	43.4	0.65	7
GPT-4o + LongMem2025.03		29.1	42.9	0.65	7.3
MemWalker2025.03		29.1	42.8	0.64	7.1
MemWalker2025.03		28.7	42.5	0.64	7.1
LongMem2025.03		28.7	42.4	0.64	7.2
LifeLongMem2025.03		28.6	42.5	0.64	7.2
ProactiveCoT2025.03		28.6	42.8	0.64	6.9
GPT-4o + ProactiveCoT2025.03		28.4	42.6	0.64	6.8
LongMem2025.03		28.3	42	0.64	7.2
MemWalker2025.03		28	41.8	0.63	6.9
ProactiveCoT2025.03		28	42.1	0.63	6.7
LongMem2025.03		27.6	41.3	0.63	7
ProactiveCoT2025.03		27.6	41.7	0.63	6.7
ProactiveCoT2025.03		26.9	41	0.62	6.5
GPT-o12025.03		25.1	40	0.62	4.8
ReBotGEN2025.03		25	40.5	0.63	4.8
DeepSeek-R12025.03		24.5	39.4	0.61	4.7
GPT-4o (vanilla)2025.03		24.3	39.2	0.61	4.6
DeepSeek-V32025.03		23.9	38.7	0.6	4.5
Qwen3-14B2025.03		23.5	38.3	0.6	4.5
Qwen2.5-14B2025.03		22.8	37.5	0.59	4.3