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Visual Question Answering

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Showing 1231–1240 of 2177 papers

Title	Date	Tasks	Status	Hype
Interpretable Visual Question Answering Referring to Outside Knowledge	Mar 8, 2023	DiversityImage Captioning	—Unverified	0
Graph Neural Networks in Vision-Language Image Understanding: A Survey	Mar 7, 2023	Image CaptioningImage Retrieval	—Unverified	0
PaLM-E: An Embodied Multimodal Language Model	Mar 6, 2023	Language ModelingLanguage Modelling	CodeCode Available	2
Knowledge-Based Counterfactual Queries for Visual Question Answering	Mar 5, 2023	counterfactualDecision Making	—Unverified	0
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning	Mar 5, 2023	Answer GenerationEntity Alignment	CodeCode Available	0
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering	Mar 3, 2023	Language ModellingLarge Language Model	CodeCode Available	2
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax	Mar 2, 2023	DescriptiveImage Captioning	CodeCode Available	1
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs	Mar 2, 2023	ArticlesMedical Visual Question Answering	CodeCode Available	1
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering	Mar 2, 2023	Mixture-of-ExpertsQuestion Answering	CodeCode Available	1
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training	Mar 1, 2023	Question AnsweringRetrieval	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