DocVQA

Benchmarks

Task Name	Dataset Name	SOTA Result
Document Visual Question Answering	DocVQA	ANLS97.2	301
Document Visual Question Answering	DocVQA (test)	ANLS96.5	292
Visual Question Answering	DocVQA	Accuracy94.9	205
Document Visual Question Answering	DocVQA	Accuracy97.1	203
Document Visual Question Answering	DocVQA (val)	Accuracy97.85	178
Document Question Answering	DocVQA (test)	Accuracy96.4	92
Document-Oriented Visual Question Answering	DocVQA	Accuracy94.9	84
Visual Question Answering	DocVQA	ANLS95.01	75
Document Question Answering	DocVQA	ANLS97.87	64
Document Visual Question Answering	DocVQA	Accuracy95.75	54
Document Visual Question Answering	DocVQA	ANLS96.4	49
Document Visual Question Answering	DocVQA v1.0 (test)	ANLS96.5	49
Visual Question Answering	DocVQA (val)	ANLS89.2	47
Document Understanding	DocVQA (test)	Accuracy96.5	39
OCR-related understanding	DocVQA	Score95.1	28
Document Understanding	DocVQA	ANLS96.7	24
Document Visual Question Answering	DocVQA 104 (test)	Score96.1	23
Image-Text Retrieval	DocVQA	R@153.2	21
Document Visual Question Answering	DocVQA	Score90.4	21
Document Question Answering	DocVQA	Accuracy89.6	20
Document Visual Question Answering	DocVQA	DocVQA Score94.01	18
Document Question Answering	DocVQA	Score93.2	18
Answer Accuracy	BBox-DocVQA	SPSBB Accuracy90.92	17
Grounding Accuracy	DocVQA BBox	Good Ratio100	17
OCR & Document Understanding	DocVQA pt-PT	Accuracy76.3	16

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