Active Testing on AGNews
0.0015Estimation Error AUCSelfEntropyAcq
Evaluation Results
| Method | Links | |
|---|---|---|
| SelfEntropyAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.0015 | |
| MultiLM_JSDAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.001 | |
| MultiLM_CEAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.001 | |
| UniformLM_JSDAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.001 | |
| RandomAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.001 | |
| MultiLMUniform_JSDAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.0007 | |
| UniformLM_CEAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.0007 | |
| MultiLMUniform_CEAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.0005 | |
| UCBAcqMain Model (F_main)=Llama 3.1 8B2026.02 | 0.0004 | |
| SelfEntropyAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0004 | |
| UCBAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0003 | |
| MultiLMUniform_CEAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0003 | |
| RandomAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0003 | |
| UniformLM_JSDAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0003 | |
| MultiLMUniform_JSDAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0003 | |
| UniformLM_CEAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0002 | |
| MultiLM_CEAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0002 | |
| MultiLM_JSDAcqMain Model (F_main)=BARTClassifier2026.02 | 0.0002 |