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ResearchFormerly WizWand

Long-horizon behavior prediction on OminiBehavior (Live scenario)

83.7AccuracyPraMem
59.57265.83672.178.364Jul 3, 2026
Updated 4mo ago

Evaluation results

MethodLinks
PraMemBackbone=GPT-OSS-120B, Category=Experiential Memory2026.0783.729.9
ProExBackbone=GPT-OSS-120B, Category=Advanced Memory2026.0777.127.7
SummaryBackbone=GPT-OSS-120B, Category=Simple Memory2026.077728.4
PraMemBackbone=Qwen3.5-35B-A3B, Category=Experiential Memory2026.0775.626.9
Mem0Backbone=GPT-OSS-120B, Category=Advanced Memory2026.077528.5
MemOSBackbone=GPT-OSS-120B, Category=Advanced Memory2026.0774.428.8
TruncationBackbone=GPT-OSS-120B, Category=No Memory2026.0773.227.4
RAGBackbone=GPT-OSS-120B, Category=Simple Memory2026.0771.626.6
ProExBackbone=Qwen3.5-35B-A3B, Category=Advanced Memory2026.076923.4
Long-contextBackbone=GPT-OSS-120B, Category=No Memory2026.0767.225.2
Mem0Backbone=Qwen3.5-35B-A3B, Category=Advanced Memory2026.0766.624.4
SummaryBackbone=Qwen3.5-35B-A3B, Category=Simple Memory2026.0765.622.9
MemOSBackbone=Qwen3.5-35B-A3B, Category=Advanced Memory2026.0765.624.2
TruncationBackbone=Qwen3.5-35B-A3B, Category=No Memory2026.0764.322.6
Long-contextBackbone=Qwen3.5-35B-A3B, Category=No Memory2026.076222.5
RAGBackbone=Qwen3.5-35B-A3B, Category=Simple Memory2026.0760.519.7