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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 921–930 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering	Nov 17, 2015	Image CaptioningQuestion Answering	CodeCode Available	0	5
MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding	Jan 11, 2020	Image CaptioningImage-text Retrieval	CodeCode Available	0	5
Exploring Modulated Detection Transformer as a Tool for Action Recognition in Videos	Sep 21, 2022	Action DetectionAction Recognition	CodeCode Available	0	5
A simple neural network module for relational reasoning	Jun 5, 2017	Image Retrieval with Multi-Modal QueryQuestion Answering	CodeCode Available	0	5
Joint Answering and Explanation for Visual Commonsense Reasoning	Feb 25, 2022	Knowledge DistillationQuestion Answering	CodeCode Available	0	5
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs	Oct 15, 2024	Image DescriptionMultiple-choice	CodeCode Available	0	5
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models	Aug 2, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0	5
MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models	Feb 28, 2025	Decision MakingHallucination	CodeCode Available	0	5
Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm	Aug 16, 2024	Decision MakingMedical Visual Question Answering	CodeCode Available	0	5
A Simple Baseline for Knowledge-Based Visual Question Answering	Oct 20, 2023	In-Context LearningQuestion Answering	CodeCode Available	0	5

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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