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ResearchFormerly WizWand

Long-context Memory Retrieval and Reasoning on WebWalker 128K

27.44F1 ScoreMemSifter
21.4623.012524.56526.1175Mar 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MemSifterBackbone LLM=Qwen3-30B-A3B-Ins2026.0327.44
A-MEMBackbone LLM=Qwen3-30B-A3B-Ins2026.0326.13
MemSifterBackbone LLM=DeepSeek V3.22026.0326.11
NemoriBackbone LLM=Qwen3-30B-A3B-Ins2026.0325.8
ReasonRankBackbone LLM=Qwen3-30B-A3B-Ins2026.0325.72
Qwen3-30BBackbone LLM=Qwen3-30B-A3B-Ins2026.0325.25
HippoRAGBackbone LLM=Qwen3-30B-A3B-Ins2026.0325.16
BGE-M3Backbone LLM=Qwen3-30B-A3B-Ins2026.0325.01
GemmaEmbBackbone LLM=Qwen3-30B-A3B-Ins2026.0324.51
NemoriBackbone LLM=DeepSeek V3.22026.0324.39
Mem0Backbone LLM=Qwen3-30B-A3B-Ins2026.0324.24
HippoRAGBackbone LLM=DeepSeek V3.22026.0324.19
RearankBackbone LLM=DeepSeek V3.22026.0324.19
RearankBackbone LLM=Qwen3-30B-A3B-Ins2026.0324.14
Mem0Backbone LLM=DeepSeek V3.22026.0323.46
ReasonRankBackbone LLM=DeepSeek V3.22026.0322.79
BGE-M3Backbone LLM=DeepSeek V3.22026.0322.61
DS-V3.2Backbone LLM=DeepSeek V3.22026.0322.49
A-MEMBackbone LLM=DeepSeek V3.22026.0321.88
GemmaEmbBackbone LLM=DeepSeek V3.22026.0321.69