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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1141–1150 of 2177 papers

Title	Date	Tasks	Status	Hype
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images!	Jun 6, 2023	counterfactualData Augmentation	CodeCode Available	1
Diversifying Joint Vision-Language Tokenization Learning	Jun 6, 2023	Question AnsweringRepresentation Learning	—Unverified	0
An Approach to Solving the Abstraction and Reasoning Corpus (ARC) Challenge	Jun 6, 2023	ARCQuestion Answering	CodeCode Available	1
Multi-CLIP: Contrastive Vision-Language Pre-training for Question Answering tasks in 3D Scenes	Jun 4, 2023	Common Sense ReasoningQuestion Answering	—Unverified	0
Revisiting the Role of Language Priors in Vision-Language Models	Jun 2, 2023	Image-text matchingImage-text Retrieval	CodeCode Available	1
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day	Jun 1, 2023	Image ClassificationInstruction Following	CodeCode Available	4
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data	Jun 1, 2023	Anomaly DetectionImage Generation	—Unverified	0
Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training	Jun 1, 2023	Question AnsweringVisual Question Answering	—Unverified	0
LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing	Jun 1, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models	May 31, 2023	Question AnsweringVisual Question Answering	—Unverified	0

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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