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ResearchFormerly WizWand

Closed-book recall on KGFACT SMALL (train)

100Recall (%)MIXSD
-4235077May 16, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MIXSDModel backbone=Qwen3-1.7B, Fine-tuning method=MIXSD, Mixing rate λ=0.32026.05100
SFTModel backbone=Qwen3-4B-It, Fine-tuning method=SFT2026.05100
OPSDModel backbone=Qwen3-4B-It, Fine-tuning method=OPSD2026.05100
SFTModel backbone=Qwen3-8B, Fine-tuning method=SFT2026.05100
MIXSDModel backbone=Qwen3-8B, Fine-tuning method=MIXSD, Mixing rate λ=02026.05100
SFTModel backbone=Qwen3-1.7B, Fine-tuning method=SFT2026.0599
OPSDModel backbone=Qwen3-1.7B, Fine-tuning method=OPSD2026.0599
MIXSDModel backbone=Qwen3-4B-It, Fine-tuning method=MIXSD, Mixing rate λ=02026.0599
OPSDModel backbone=Qwen3-8B, Fine-tuning method=OPSD2026.0599
MIXSDModel backbone=Qwen3-8B, Fine-tuning method=MIXSD, Mixing rate λ=0.32026.0599
MIXSDModel backbone=Qwen3-1.7B, Fine-tuning method=MIXSD, Mixing rate λ=0.52026.0597
MIXSDModel backbone=Qwen3-8B, Fine-tuning method=MIXSD, Mixing rate λ=0.52026.0597
MIXSDModel backbone=Qwen3-1.7B, Fine-tuning method=MIXSD, Mixing rate λ=02026.0596
MIXSDModel backbone=Qwen3-4B-It, Fine-tuning method=MIXSD, Mixing rate λ=0.32026.0594
MIXSDModel backbone=Qwen3-4B-It, Fine-tuning method=MIXSD, Mixing rate λ=0.52026.0589
MIXSDModel backbone=Qwen3-4B-It, Fine-tuning method=MIXSD, Mixing rate λ=0.72026.0585
MIXSDModel backbone=Qwen3-8B, Fine-tuning method=MIXSD, Mixing rate λ=0.72026.0573
MIXSDModel backbone=Qwen3-1.7B, Fine-tuning method=MIXSD, Mixing rate λ=0.72026.0571
BaseModel backbone=Qwen3-1.7B, Fine-tuning method=Base2026.050
BaseModel backbone=Qwen3-4B-It, Fine-tuning method=Base2026.050
BaseModel backbone=Qwen3-8B, Fine-tuning method=Base2026.050