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ResearchFormerly WizWand

Long-context Understanding on LongBench, LongBench v2 & LooGLE Combined

45.71Overall ScoreLongCrafter
36.422838.833941.24543.6561Jul 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LongCrafterBackbone=LLaMA-3.1-8B, SFT Method=LongCrafter2026.0745.71
LongCrafterBackbone=Qwen2.5-7B, SFT Method=LongCrafter2026.0745.15
Qwen2.5-7B-InstructBackbone=Qwen2.5-7B, SFT Method=Instruct (official)2026.0742.74
LLaMA-3.1-8B-InstructBackbone=LLaMA-3.1-8B, SFT Method=Instruct (official)2026.0740.46
LongFaithBackbone=LLaMA-3.1-8B, SFT Method=LongFaith2026.0740.41
LongMagpieBackbone=LLaMA-3.1-8B, SFT Method=LongMagpie2026.0740.07
LongFaithBackbone=Qwen2.5-7B, SFT Method=LongFaith2026.0739.35
LongMagpieBackbone=Qwen2.5-7B, SFT Method=LongMagpie2026.0739.21
LongRewardBackbone=Qwen2.5-7B, SFT Method=LongReward2026.0737.82
LongRewardBackbone=LLaMA-3.1-8B, SFT Method=LongReward2026.0736.96
LongAlignBackbone=LLaMA-3.1-8B, SFT Method=LongAlign2026.0736.83
LongAlignBackbone=Qwen2.5-7B, SFT Method=LongAlign2026.0736.78