Response Generation on Chronicle and MSC Average benchmark leaderboard · SOTA2 Research

Response Generation on Chronicle and MSC Average

70.3CEAEventWeave

Evaluation Results

Method	Links
EventWeave2025.03		70.3	57.6	59.7	62.7
EventWeave2025.03		68.8	56.5	58.6	61.5
EventWeave2025.03		67.7	55.4	57.5	60.4
EventWeave2025.03		67.2	54.9	57.1	60
EventWeave2025.03		65.8	53.7	55.9	58.7
LifeLongMem2025.03		54.1	45.8	47.4	50.1
LifeLongMem2025.03		52.9	44.8	46.4	49
LifeLongMem2025.03		51.8	43.7	45.3	47.8
LifeLongMem2025.03		51.4	43.3	45	47.5
LifeLongMem2025.03		50.1	42.2	43.8	46.3
MemWalker2025.03		49.7	41.3	43.7	46.2
MemWalker2025.03		48.5	40.4	42.8	45.2
MemWalker2025.03		47.4	39.3	41.7	44.1
LongMem2025.03		47.3	39.9	41.4	43.9
MemWalker2025.03		47	39	41.4	43.8
LongMem2025.03		46.1	39	40.5	42.9
MemWalker2025.03		45.7	37.9	40.3	42.6
LongMem2025.03		45	37.9	39.4	41.8
LongMem2025.03		44.6	37.6	39.1	41.5
ProactiveCoT2025.03		44	37	37.5	39.7
LongMem2025.03		43.4	36.5	38	40.3
ProactiveCoT2025.03		42.8	36.1	36.6	38.7
ProactiveCoT2025.03		41.7	35	35.7	37.8
ProactiveCoT2025.03		41.3	34.7	35.4	37.5
ProactiveCoT2025.03		40.1	33.6	34.2	36.3
GPT-o12025.03		29.8	21.5	22.6	25
DeepSeek-R12025.03		28.9	20.6	21.7	24
DeepSeek-V32025.03		28	19.8	21	23.2
Qwen3-14B2025.03		27.5	19.6	20.7	22.8
Qwen2.5-14B2025.03		26.4	18.7	19.8	21.9