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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 971–980 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Are VLMs Really Blind	Oct 29, 2024	Language ModelingLanguage Modelling	CodeCode Available	0	5
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks	Mar 29, 2023	Cross-Modal RetrievalDecoder	CodeCode Available	0	5
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering	Dec 2, 2016	Visual Question AnsweringVisual Question Answering (VQA)	CodeCode Available	0	5
CAST: Cross-modal Alignment Similarity Test for Vision Language Models	Sep 17, 2024	cross-modal alignmentQuestion Answering	CodeCode Available	0	5
Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens	Jun 19, 2024	Caption Generationimage-classification	CodeCode Available	0	5
Are Vision LLMs Road-Ready? A Comprehensive Benchmark for Safety-Critical Driving Video Understanding	Apr 20, 2025	Autonomous DrivingImage Captioning	CodeCode Available	0	5
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation	Jun 27, 2024	Continual LearningQuestion Answering	CodeCode Available	0	5
Enhancing Compositional Reasoning in Vision-Language Models with Synthetic Preference Data	Apr 7, 2025	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Cascaded Mutual Modulation for Visual Reasoning	Sep 6, 2018	Question AnsweringVisual Question Answering	CodeCode Available	0	5
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering	May 29, 2021	Question AnsweringVisual 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