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ResearchFormerly WizWand

Long-horizon behavior prediction on OminiBehavior (Overall)

84.7AccuracyPraMem
59.32465.91272.579.088Jul 3, 2026
Updated 4mo ago

Evaluation results

MethodLinks
PraMemBackbone=GPT-OSS-120B, Category=Experiential Memory2026.0784.731.6
ProExBackbone=GPT-OSS-120B, Category=Advanced Memory2026.0777.726.9
PraMemBackbone=Qwen3.5-35B-A3B, Category=Experiential Memory2026.0775.625.3
Mem0Backbone=GPT-OSS-120B, Category=Advanced Memory2026.0774.726.4
SummaryBackbone=GPT-OSS-120B, Category=Simple Memory2026.0774.124.3
TruncationBackbone=GPT-OSS-120B, Category=No Memory2026.0773.524.7
MemOSBackbone=GPT-OSS-120B, Category=Advanced Memory2026.0773.126.2
RAGBackbone=GPT-OSS-120B, Category=Simple Memory2026.0769.120.9
Long-contextBackbone=GPT-OSS-120B, Category=No Memory2026.0768.424.6
ProExBackbone=Qwen3.5-35B-A3B, Category=Advanced Memory2026.0767.621.5
SummaryBackbone=Qwen3.5-35B-A3B, Category=Simple Memory2026.0764.121.1
TruncationBackbone=Qwen3.5-35B-A3B, Category=No Memory2026.0763.820.9
Mem0Backbone=Qwen3.5-35B-A3B, Category=Advanced Memory2026.0763.821.7
MemOSBackbone=Qwen3.5-35B-A3B, Category=Advanced Memory2026.0763.421.9
RAGBackbone=Qwen3.5-35B-A3B, Category=Simple Memory2026.0760.519.4
Long-contextBackbone=Qwen3.5-35B-A3B, Category=No Memory2026.0760.321.5