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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 181–190 of 2177 papers

Title	Date	Tasks	Status	Hype
MouSi: Poly-Visual-Expert Vision-Language Models	Jan 30, 2024	Image SegmentationImage-text matching	CodeCode Available	2
PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging	Jan 5, 2024	Medical Report GenerationMedical Visual Question Answering	CodeCode Available	2
LingoQA: Visual Question Answering for Autonomous Driving	Dec 21, 2023	Autonomous DrivingDecision Making	CodeCode Available	2
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs	Dec 21, 2023	Visual Question AnsweringWorld Knowledge	CodeCode Available	2
VCoder: Versatile Vision Encoders for Multimodal Large Language Models	Dec 21, 2023	Image CaptioningImage Generation	CodeCode Available	2
OneLLM: One Framework to Align All Modalities with Language	Dec 6, 2023	AllQuestion Answering	CodeCode Available	2
LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models	Nov 28, 2023	Image CaptioningQuestion Answering	CodeCode Available	2
LLMGA: Multimodal Large Language Model based Generation Assistant	Nov 27, 2023	Image GenerationLanguage Modeling	CodeCode Available	2
GeoChat: Grounded Large Vision-Language Model for Remote Sensing	Nov 24, 2023	Instruction FollowingLanguage Modeling	CodeCode Available	2
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning	Nov 13, 2023	Instruction FollowingMM-Vet	CodeCode Available	2

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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