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ResearchFormerly WizWand

Question Answering on NQ 100K context (Accuracy)

0.583AccuracyMemOCR
-0.006680.146410.29950.45259Jan 29, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MemOCRMemory Budget (Tokens)=2562026.010.583
MemAgentMemory Budget (Tokens)=10242026.010.555
MemOCRMemory Budget (Tokens)=10242026.010.554
MemAgentMemory Budget (Tokens)=2562026.010.536
Qwen2.5-1MMemory Budget (Tokens)=100K2026.010.508
Mem0Memory Budget (Tokens)=642026.010.5
Mem0Memory Budget (Tokens)=2562026.010.497
Mem0Memory Budget (Tokens)=10242026.010.482
MemAgentMemory Budget (Tokens)=642026.010.479
MemOCRMemory Budget (Tokens)=642026.010.475
MemOCRMemory Budget (Tokens)=162026.010.459
Mem0Memory Budget (Tokens)=162026.010.43
Mem-αMemory Budget (Tokens)=10242026.010.43
Mem-αMemory Budget (Tokens)=2562026.010.38
MemAgentMemory Budget (Tokens)=162026.010.273
Mem-αMemory Budget (Tokens)=162026.010.242
Mem-αMemory Budget (Tokens)=642026.010.24
R1-Distill QwenMemory Budget (Tokens)=100K2026.010.016