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Multi-page Memory-based Question Answering on LoCoMo multi-page memory

44.5SingleHop Accuracy

AGAR

Updated 1mo ago

Evaluation Results

Method	Links
AGAR 2026.06		44.5	30.7	23.2	24.3	-	-	-	-	-
VAR 2026.06		43.2	29.4	22	21.5	-	-	-	-	-
Random 2026.06		43	26.9	19	20.9	-	-	-	-	-
VEA-Con 2026.06		43	30.4	22.2	18.2	-	-	-	-	-
Plain VQA 2026.06		42	29.1	21.2	23	-	-	-	-	-
Uniform 2026.06		42	29.1	21.2	23.1	-	-	-	-	-
VEA-Br 2026.06		41.4	27.2	19.8	18.5	-	-	-	-	-
AGLA 2026.06		38.5	28	21.9	18.6	-	-	-	-	-
CGR 2026.06		36.5	27.3	15.7	14.6	-	-	-	-	-
AGAR 2026.06		32.7	22	13.5	16.2	-	-	-	-	-
VAR 2026.06		32.5	19.4	11.8	11.7	-	-	-	-	-
AGLA 2026.06		32.2	17.4	9	7.7	-	-	-	-	-
AGAR 2026.06		32	21.9	25.7	16.8	-	-	-	-	-
VEA-Br 2026.06		31	17.8	12.6	10.5	-	-	-	-	-
CGR 2026.06		30.1	21.8	21.2	15.8	-	-	-	-	-
VEA-Con 2026.06		29.8	18.3	12.1	13.3	-	-	-	-	-
VEA-Br 2026.06		29.4	20.3	23.5	15.4	-	-	-	-	-
Plain VQA 2026.06		29.2	17.8	11.9	13.7	-	-	-	-	-
Uniform 2026.06		29.2	17.8	11.9	13.7	-	-	-	-	-
Random 2026.06		28.6	20.2	11.5	9.4	-	-	-	-	-
Random 2026.06		28	19	22.6	14.8	-	-	-	-	-
VEA-Con 2026.06		27.8	19.2	23.1	13.5	-	-	-	-	-
CGR 2026.06		27.5	14.8	4.9	7.2	-	-	-	-	-
Uniform 2026.06		26.5	18.5	21.8	12.2	-	-	-	-	-
Plain VQA 2026.06		26.1	20.5	22.7	12.1	-	-	-	-	-
AGLA 2026.06		26.1	19.1	24.8	15.2	-	-	-	-	-
VAR 2026.06		24.3	17.1	20	16	-	-	-	-	-
Plain VQA 2026.06		-	-	-	-	35.9	26	28.1	16.4	-
Random 2026.06		-	-	-	-	38.6	26.9	28.3	17.2	-
Uniform 2026.06		-	-	-	-	35.8	26	28.1	16.4	-
VEA-Br 2026.06		-	-	-	-	15.3	13.1	31.4	8.1	-
VEA-Con 2026.06		-	-	-	-	17.2	15	31.1	8.1	-
CGR 2026.06		-	-	-	-	12.2	10.3	5.7	9.9	-
VAR 2026.06		-	-	-	-	11.6	13.5	15.6	11.8	-
AGLA 2026.06		-	-	-	-	15.3	14.6	16.6	14.9	-
AGAR 2026.06		-	-	-	-	42.2	27.6	31.4	17.8	-