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ResearchFormerly WizWand

Active Testing on AGNews

0.0015Estimation Error AUCSelfEntropyAcq
0.0001570.0005140.000870.001226Feb 26, 2026
Updated 7mo ago

Evaluation results

MethodLinks
SelfEntropyAcqMain Model (F_main)=Llama 3.1 8B2026.020.0015
MultiLM_JSDAcqMain Model (F_main)=Llama 3.1 8B2026.020.001
MultiLM_CEAcqMain Model (F_main)=Llama 3.1 8B2026.020.001
UniformLM_JSDAcqMain Model (F_main)=Llama 3.1 8B2026.020.001
RandomAcqMain Model (F_main)=Llama 3.1 8B2026.020.001
MultiLMUniform_JSDAcqMain Model (F_main)=Llama 3.1 8B2026.020.0007
UniformLM_CEAcqMain Model (F_main)=Llama 3.1 8B2026.020.0007
MultiLMUniform_CEAcqMain Model (F_main)=Llama 3.1 8B2026.020.0005
UCBAcqMain Model (F_main)=Llama 3.1 8B2026.020.0004
SelfEntropyAcqMain Model (F_main)=BARTClassifier2026.020.0004
UCBAcqMain Model (F_main)=BARTClassifier2026.020.0003
MultiLMUniform_CEAcqMain Model (F_main)=BARTClassifier2026.020.0003
RandomAcqMain Model (F_main)=BARTClassifier2026.020.0003
UniformLM_JSDAcqMain Model (F_main)=BARTClassifier2026.020.0003
MultiLMUniform_JSDAcqMain Model (F_main)=BARTClassifier2026.020.0003
UniformLM_CEAcqMain Model (F_main)=BARTClassifier2026.020.0002
MultiLM_CEAcqMain Model (F_main)=BARTClassifier2026.020.0002
MultiLM_JSDAcqMain Model (F_main)=BARTClassifier2026.020.0002