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ResearchFormerly WizWand

Error Detection on Bamboogle

0.94F1 ScoreEnsemble-A
0.40960.54730.6850.8227Feb 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Ensemble-AModel=Qwen3-8B2026.020.940.950.940.8
Ensemble-AModel=Qwen 8B2026.020.94——0.8
DBA-AModel=Qwen3-8B2026.020.930.960.90.82
DBA-AModel=Qwen 8B2026.020.93——0.82
DBA-AModel=Llama 3.3 70B2026.020.920.940.90.91
DBA-AModel=Llama 3.3 70B2026.020.92——0.91
Ensemble-IModel=Qwen3-8B2026.020.90.950.850.76
Ensemble-IModel=Qwen 8B2026.020.9——0.76
Ensemble-AModel=Llama 3.3 70B2026.020.890.870.910.87
Ensemble-AModel=Llama 3.3 70B2026.020.89——0.87
Ensemble-IModel=Llama 3.3 70B2026.020.850.850.850.84
Ensemble-IModel=Llama 3.3 70B2026.020.85——0.84
DBA-IModel=Llama 3.3 70B2026.020.840.890.810.84
DBA-IModel=Llama 3.3 70B2026.020.84——0.84
DBA-IModel=Qwen3-8B2026.020.80.990.670.8
DBA-IModel=Qwen 8B2026.020.8——0.8
DBA-AModel=GPT 5.12026.020.730.860.630.81
AYSModel=Qwen3-8B2026.020.730.940.590.66
DBA-AModel=GPT 5.12026.020.73——0.81
AYSModel=Qwen 8B2026.020.73——0.66
Ensemble-AModel=GPT 5.12026.020.670.710.630.79
Ensemble-AModel=GPT 5.12026.020.67——0.79
Ensemble-IModel=GPT 5.12026.020.590.670.530.74
IC-IDKModel=Qwen3-8B2026.020.590.940.430.62
Ensemble-IModel=GPT 5.12026.020.59——0.74
IC-IDKModel=Qwen 8B2026.020.59——0.62
DBA-IModel=GPT 5.12026.020.560.690.470.72
DBA-IModel=GPT 5.12026.020.56——0.72
AYSModel=Llama 3.3 70B2026.020.510.810.370.63
AYSModel=Llama 3.3 70B2026.020.51——0.63
IC-IDKModel=Llama 3.3 70B2026.020.480.730.360.6
IC-IDKModel=Llama 3.3 70B2026.020.48——0.6
AYSModel=GPT 5.12026.020.470.640.370.67
AYSModel=GPT 5.12026.020.47——0.66
IC-IDKModel=GPT 5.12026.020.430.670.320.64
IC-IDKModel=GPT 5.12026.020.43——0.64