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ResearchFormerly WizWand

Tabular Data Analysis on DataBench

35.6AccuracyWeak-to-Strong (AEA)
8.24815.34922.4529.551May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Weak-to-Strong (AEA)Base Model=Claude 3.7 Sonnet, Aligned=true, AEA Model=AEA-4B2026.0535.6
Weak-to-Strong (AEA)Base Model=Claude 3.5 Sonnet, Aligned=true, AEA Model=AEA-4B2026.0535
Multi AgentBase Model=Claude 3.5 Sonnet, Aligned=false, AEA Model=None2026.0532.5
Weak-to-Strong (AEA)Base Model=GPT-4o, Aligned=true, AEA Model=AEA-4B2026.0531.2
Multi AgentBase Model=GPT-4o, Aligned=false, AEA Model=None2026.0530.7
Self-Reflection (AEA)Base Model=Claude 3.5 Sonnet, Aligned=true, AEA Model=Claude 3.5 Sonnet2026.0529.7
Weak-to-Strong (AEA)Base Model=GPT-4o-mini, Aligned=true, AEA Model=AEA-4B2026.0529.7
Self-Reflection (AEA)Base Model=Claude 3.7 Sonnet, Aligned=true, AEA Model=Claude 3.7 Sonnet2026.0529.3
Multi AgentBase Model=GPT-4o-mini, Aligned=false, AEA Model=None2026.0528.8
Self-Reflection (AEA)Base Model=GPT-4o, Aligned=true, AEA Model=GPT-4o2026.0527.7
Self-Reflection (AEA)Base Model=Claude 3 Haiku, Aligned=true, AEA Model=Claude 3 Haiku2026.0527.3
Single AgentBase Model=Claude 3.5 Sonnet, Aligned=false, AEA Model=None2026.0527.3
Self-Reflection (AEA)Base Model=GPT-4o-mini, Aligned=true, AEA Model=GPT-4o-mini2026.0527.3
Single AgentBase Model=GPT-4o, Aligned=false, AEA Model=None2026.0527.3
Single AgentBase Model=GPT-4o-mini, Aligned=false, AEA Model=None2026.0526.2
Weak-to-Strong (AEA)Base Model=Claude 3 Haiku, Aligned=true, AEA Model=AEA-4B2026.0523.9
Single AgentBase Model=Claude 3.7 Sonnet, Aligned=false, AEA Model=None2026.0515.2
Multi AgentBase Model=Claude 3 Haiku, Aligned=false, AEA Model=None2026.0511.7
Multi AgentBase Model=Claude 3.7 Sonnet, Aligned=false, AEA Model=None2026.0510.5
Single AgentBase Model=Claude 3 Haiku, Aligned=false, AEA Model=None2026.059.3