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ResearchFormerly WizWand

Corpus Composition Inference on LLMScan Coarse-Grained 1.0 (test)

95.14Overlap AccuracyLLMSurgeon
20.540839.907959.27578.6421May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LLMSurgeonTarget Model=LLaMA1-7B2026.0595.14
LLMSurgeonTarget Model=OLMo-1B2026.0594.46
LLMSurgeonTarget Model=LLaMA1-65B2026.0594.26
LLMSurgeonTarget Model=Amber-13B2026.0578.87
RecallTarget Model=OLMo-1B2026.0548.05
GradNormTarget Model=LLaMA1-65B2026.0546.52
NeighborTarget Model=OLMo-1B2026.0541.74
RecallTarget Model=Amber-13B2026.0541.55
RefTarget Model=Amber-13B2026.0541.52
Joint-LogitTarget Model=Amber-13B2026.0541.5
DUCITarget Model=Amber-13B2026.0541.3
Min-K%++Target Model=Amber-13B2026.0540.56
NeighborTarget Model=Amber-13B2026.0540.31
LossTarget Model=Amber-13B2026.0540.14
NeighborTarget Model=LLaMA1-7B2026.0540.13
GradNormTarget Model=Amber-13B2026.0539.41
DC-PDDTarget Model=Amber-13B2026.0538.58
RefTarget Model=OLMo-1B2026.0538.2
ZlibTarget Model=LLaMA1-65B2026.0538.08
Min-K%Target Model=Amber-13B2026.0536.81
ZlibTarget Model=Amber-13B2026.0536.73
GradNormTarget Model=LLaMA1-7B2026.0536.03
DC-PDDTarget Model=OLMo-1B2026.0535.93
NeighborTarget Model=LLaMA1-65B2026.0535.74
DUCITarget Model=LLaMA1-65B2026.0535.27
DUCITarget Model=LLaMA1-7B2026.0535.22
Joint-LogitTarget Model=OLMo-1B2026.0535.2
DUCITarget Model=OLMo-1B2026.0535.16
RefTarget Model=LLaMA1-7B2026.0535.15
RefTarget Model=LLaMA1-65B2026.0535.09
RecallTarget Model=LLaMA1-7B2026.0535.08
RecallTarget Model=LLaMA1-65B2026.0535.08
Joint-LogitTarget Model=LLaMA1-65B2026.0535.05
Joint-LogitTarget Model=LLaMA1-7B2026.0535.03
DC-PDDTarget Model=LLaMA1-65B2026.0535.03
DC-PDDTarget Model=LLaMA1-7B2026.0534.82
GradNormTarget Model=OLMo-1B2026.0534.72
LossTarget Model=LLaMA1-65B2026.0534.45
LossTarget Model=LLaMA1-7B2026.0533.86
Min-K%++Target Model=LLaMA1-7B2026.0532.65
Min-K%++Target Model=LLaMA1-65B2026.0532.24
Min-K%++Target Model=OLMo-1B2026.0530.99
Min-K%Target Model=OLMo-1B2026.0530.84
LossTarget Model=OLMo-1B2026.0529.74
ZlibTarget Model=OLMo-1B2026.0529.3
Min-K%Target Model=LLaMA1-7B2026.0528.12
ZlibTarget Model=LLaMA1-7B2026.0528.11
Min-K%Target Model=LLaMA1-65B2026.0523.41