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Question Answering on LongMemEval s

60.24o-J ScoreMemGAS
31.0838.6446.253.76Apr 13, 2026

Evaluation results

MethodLinks
MemGASAvg. Tokens=8,8292026.0460.220.744.4821.3610.4719.885.29
HippoRAG 2Avg. Tokens=8,5302026.0457.614.732.1515.37.3613.8383.86
Nano-MemoryAvg. Tokens=4,3022026.0457.221.064.8921.810.7720.1685.54
SeComAvg. Tokens=2,7412026.045612.952.2513.86.0911.9383.51
A-MemAvg. Tokens=9,0182026.0455.613.732.1114.826.8112.9883.88
ContrieverAvg. Tokens=8,4712026.0455.413.372.1513.96.7212.4383.64
MPCAvg. Tokens=8,4572026.0453.813.61.7414.276.4912.9583.49
MPNetAvg. Tokens=8,1732026.0453.213.962.2114.496.7812.9383.72
Full HistoryAvg. Tokens=103,1372026.0450.611.481.412.15.4710.8583.07
RecurSumAvg. Tokens=8,8532026.0435.412.292.0913.015.5511.5283.6
RAPTORAvg. Tokens=6,2542026.0432.212.081.912.735.8211.2583.5