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Text-rich Image Question Answering (Extraction) on TRINS-VQA

63.6AccuracyQwen-VL
13.36826.40939.4552.491Jun 10, 2024

Evaluation results

MethodLinks
Qwen-VLResolution=448^22024.0663.6
LaRAResolution=336^22024.0662.8
LLaVAR (finetuned)Resolution=336^2, Fine-tuning=true2024.0661.2
mPLUG-Owl2Resolution=448^22024.0661
LLaVAR w/ OCRResolution=336^2, OCR integration=true2024.0658.1
LLaVARResolution=336^22024.0651.7
Instruct-BLIPResolution=224^22024.0643.9
LLaVA 1.5Resolution=336^22024.0638.8
LLaVAResolution=336^22024.0623.7
Mini-GPTv2Resolution=224^22024.0615.3