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Multiple-Choice Question Answering on Sustainability-oriented tasks MCQ (test)

65AccuracyCADE
26.5236.5146.556.49May 21, 2026

Evaluation results

MethodLinks
CADEModel=QWEN2.5-VL-7B, Debiasing Method=CADE2026.0565
VDDModel=QWEN2.5-VL-7B, Debiasing Method=VDD2026.0558
Post-HocModel=QWEN2.5-VL-7B, Debiasing Method=Post-Hoc2026.0557
OriginalModel=QWEN2.5-VL-7B, Debiasing Method=None (Baseline)2026.0554
CADEModel=LLAVA-v1.5-7B, Debiasing Method=CADE2026.0553
VDDModel=LLAVA-v1.5-7B, Debiasing Method=VDD2026.0541
Post-HocModel=LLAVA-v1.5-7B, Debiasing Method=Post-Hoc2026.0534
OriginalModel=LLAVA-v1.5-7B, Debiasing Method=None (Baseline)2026.0528