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Visual Question Answering

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Showing 1051–1060 of 2177 papers

Title	Date	Tasks	Status	Hype
Toloka Visual Question Answering Benchmark	Sep 28, 2023	Question AnsweringVisual Question Answering	CodeCode Available	1
Tackling VQA with Pretrained Foundation Models without Further Training	Sep 27, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Sentence Attention Blocks for Answer Grounding	Sep 20, 2023	Question AnsweringSentence	—Unverified	0
Visual Question Answering in the Medical Domain	Sep 20, 2023	Contrastive LearningMedical Visual Question Answering	—Unverified	0
DreamLLM: Synergistic Multimodal Comprehension and Creation	Sep 20, 2023	multimodal generationVisual Question Answering	CodeCode Available	2
KOSMOS-2.5: A Multimodal Literate Model	Sep 20, 2023	document understandingmodel	—Unverified	0
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models	Sep 18, 2023	Visual Question Answering	CodeCode Available	6
Syntax Tree Constrained Graph Network for Visual Question Answering	Sep 17, 2023	Question AnsweringVisual Question Answering	—Unverified	0
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering	Sep 15, 2023	DiversityQuestion Answering	CodeCode Available	0
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild	Sep 14, 2023	DecoderInstruction Following	CodeCode Available	1

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified