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Visual Question Answering

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Showing 361–370 of 2177 papers

Title	Date	Tasks	Status	Hype
How to Configure Good In-Context Sequence for Visual Question Answering	Dec 4, 2023	In-Context LearningQuestion Answering	CodeCode Available	1
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models	Nov 28, 2023	Image CaptioningImage-text matching	CodeCode Available	1
EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models	Nov 27, 2023	AttributeQuestion Answering	CodeCode Available	1
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering	Nov 13, 2023	Decision MakingExplanation Generation	CodeCode Available	1
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision	Nov 13, 2023	HallucinationMM-Vet	CodeCode Available	1
InfMLLM: A Unified Framework for Visual-Language Tasks	Nov 12, 2023	GPUImage Captioning	CodeCode Available	1
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs	Nov 8, 2023	Question AnsweringReferring Expression	CodeCode Available	1
GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection	Nov 5, 2023	Anomaly DetectionQuestion Answering	CodeCode Available	1
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts	Oct 31, 2023	Image CaptioningLanguage Modeling	CodeCode Available	1
Making Large Language Models Better Data Creators	Oct 31, 2023	Instruction FollowingPrompt Engineering	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