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ResearchFormerly WizWand

Document Visual Question Answering on ArxiVQA

60AccuracyGPT-4o+Ours (Spot-IT)
37.1243.064954.94Aug 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GPT-4o+Ours (Spot-IT)zero-shot=true2025.0860
Gem-1.5-Flash+Ours (Spot-IT)zero-shot=true2025.0854
Gem-1.5-Flashzero-shot=true2025.0853
GPT-4ozero-shot=true2025.0852
GPT-4o-mini+Ours (Spot-IT)zero-shot=true2025.0852
GPT-4o+CoTzero-shot=true2025.0851
GPT-4o-minizero-shot=true2025.0847
Qwen2-7Bzero-shot=true2025.0844
Llama-3.2+Ours (Spot-IT)zero-shot=true2025.0844
Qwen2-7B+Ours (Spot-IT)zero-shot=true2025.0844
Llama-3.2+CoTzero-shot=true2025.0842
GPT-4o+OCRzero-shot=true2025.0841
Llama-3.2-VL-11Bzero-shot=true2025.0841
Llama-3.2+OCRzero-shot=true2025.0838