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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1181–1190 of 2177 papers

Title	Date	Tasks	Status	Hype
Probing the Role of Positional Information in Vision-Language Models	May 17, 2023	Contrastive LearningImage-text matching	—Unverified	0
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering	May 17, 2023	BenchmarkingDiagnostic	CodeCode Available	1
Semantic Composition in Visually Grounded Language Models	May 15, 2023	Image CaptioningInductive Bias	—Unverified	0
OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models	May 13, 2023	Key Information ExtractionNutrition	CodeCode Available	2
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning	May 11, 2023	1 Image, 2*2 StitchingDiversity	CodeCode Available	2
Combo of Thinking and Observing for Outside-Knowledge VQA	May 10, 2023	DecoderQuestion Answering	CodeCode Available	1
Vision-Language Models in Remote Sensing: Current Progress and Future Trends	May 9, 2023	Image CaptioningImage Generation	CodeCode Available	1
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in Vietnamese	May 7, 2023	Information RetrievalQuestion Answering	CodeCode Available	0
Adaptive loose optimization for robust question answering	May 6, 2023	Extractive Question-AnsweringMachine Reading Comprehension	CodeCode Available	0
Otter: A Multi-Modal Model with In-Context Instruction Tuning	May 5, 2023	GPUIn-Context Learning	CodeCode Available	4

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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