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Visual Question Answering

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Showing 911–920 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
IQ-VQA: Intelligent Visual Question Answering	Jul 8, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference	Feb 25, 2025	Question AnsweringRAG	CodeCode Available	0	5
Mixture-of-Subspaces in Low-Rank Adaptation	Jun 16, 2024	Common Sense ReasoningImage Generation	CodeCode Available	0	5
MM-PoE: Multiple Choice Reasoning via. Process of Elimination using Multi-Modal Models	Dec 10, 2024	Multiple-choiceQuestion Answering	CodeCode Available	0	5
Factor Graph Attention	Apr 11, 2019	Graph AttentionQuestion Answering	CodeCode Available	0	5
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning	Nov 26, 2018	Acoustic Question AnsweringQuestion Answering	CodeCode Available	0	5
Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language	Jan 1, 2023	Question AnsweringSelf-Supervised Learning	CodeCode Available	0	5
Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering	Nov 17, 2015	Image CaptioningQuestion 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

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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