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ResearchFormerly WizWand

Coding on LiveCode (test)

36.8ScoreFull
-1.4728.46418.428.336Jun 14, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FullModel=Qwen3, Pruning Ratio=0%, Criterion=Full, Calibration=C42026.0636.8
MANModel=Qwen3, Pruning Ratio=25%, Criterion=MAN, (b, α, β)=(1, 0, 1), Calibration=C42026.0634.6
MSANModel=Qwen3, Pruning Ratio=25%, Criterion=MSAN, (b, α, β)=(1, 0, 2), Calibration=C42026.0633.5
FullModel=ERNIE, Pruning Ratio=0%, Criterion=Full, Calibration=C42026.0624.7
REAPModel=Qwen3, Pruning Ratio=25%, Criterion=REAP, (b, α, β)=(1, 1, 1), Calibration=C42026.0613.7
FullModel=DeepSeek, Pruning Ratio=0%, Criterion=Full, Calibration=C42026.0610.4
MANModel=ERNIE, Pruning Ratio=25%, Criterion=MAN, (b, α, β)=(1, 0, 1), Calibration=C42026.067.7
MSANModel=ERNIE, Pruning Ratio=25%, Criterion=MSAN, (b, α, β)=(1, 0, 2), Calibration=C42026.066.6
SEERModel=ERNIE, Pruning Ratio=25%, Criterion=SEER, (b, α, β)=(0, 1, 0), Calibration=C42026.066
REAPModel=ERNIE, Pruning Ratio=25%, Criterion=REAP, (b, α, β)=(1, 1, 1), Calibration=C42026.066
FrequencyModel=ERNIE, Pruning Ratio=25%, Criterion=Frequency, (b, α, β)=(0, 0, 0), Calibration=C42026.065.5
EANModel=ERNIE, Pruning Ratio=25%, Criterion=EAN, (b, α, β)=(0, 0, 1), Calibration=C42026.065.5
MoNEModel=ERNIE, Pruning Ratio=25%, Criterion=MoNE, Calibration=C42026.065.5
FullModel=OLMoE, Pruning Ratio=0%, Criterion=Full, Calibration=C42026.063.3
FrequencyModel=OLMoE, Pruning Ratio=25%, Criterion=Frequency, (b, α, β)=(0, 0, 0), Calibration=C42026.060
SEERModel=OLMoE, Pruning Ratio=25%, Criterion=SEER, (b, α, β)=(0, 1, 0), Calibration=C42026.060
EANModel=OLMoE, Pruning Ratio=25%, Criterion=EAN, (b, α, β)=(0, 0, 1), Calibration=C42026.060
REAPModel=OLMoE, Pruning Ratio=25%, Criterion=REAP, (b, α, β)=(1, 1, 1), Calibration=C42026.060
MoNEModel=OLMoE, Pruning Ratio=25%, Criterion=MoNE, Calibration=C42026.060
MANModel=OLMoE, Pruning Ratio=25%, Criterion=MAN, (b, α, β)=(1, 0, 1), Calibration=C42026.060
MSANModel=OLMoE, Pruning Ratio=25%, Criterion=MSAN, (b, α, β)=(1, 0, 2), Calibration=C42026.060
FrequencyModel=DeepSeek, Pruning Ratio=25%, Criterion=Frequency, (b, α, β)=(0, 0, 0), Calibration=C42026.060
SEERModel=DeepSeek, Pruning Ratio=25%, Criterion=SEER, (b, α, β)=(0, 1, 0), Calibration=C42026.060
EANModel=DeepSeek, Pruning Ratio=25%, Criterion=EAN, (b, α, β)=(0, 0, 1), Calibration=C42026.060
REAPModel=DeepSeek, Pruning Ratio=25%, Criterion=REAP, (b, α, β)=(1, 1, 1), Calibration=C42026.060
MoNEModel=DeepSeek, Pruning Ratio=25%, Criterion=MoNE, Calibration=C42026.060
MANModel=DeepSeek, Pruning Ratio=25%, Criterion=MAN, (b, α, β)=(1, 0, 1), Calibration=C42026.060
MSANModel=DeepSeek, Pruning Ratio=25%, Criterion=MSAN, (b, α, β)=(1, 0, 2), Calibration=C42026.060
FrequencyModel=Qwen3, Pruning Ratio=25%, Criterion=Frequency, (b, α, β)=(0, 0, 0), Calibration=C42026.060
SEERModel=Qwen3, Pruning Ratio=25%, Criterion=SEER, (b, α, β)=(0, 1, 0), Calibration=C42026.060
EANModel=Qwen3, Pruning Ratio=25%, Criterion=EAN, (b, α, β)=(0, 0, 1), Calibration=C42026.060
MoNEModel=Qwen3, Pruning Ratio=25%, Criterion=MoNE, Calibration=C42026.060