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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 741–750 of 2177 papers

Title	Date	Tasks	Status	Hype
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering	Apr 22, 2024	Language ModelingLanguage Modelling	CodeCode Available	0
Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers	Apr 21, 2024	DiagnosticImage Captioning	CodeCode Available	0
Exploring Diverse Methods in Visual Question Answering	Apr 21, 2024	Question AnsweringVisual Question Answering	—Unverified	0
LaPA: Latent Prompt Assist Model For Medical Visual Question Answering	Apr 19, 2024	Medical Visual Question AnsweringQuestion Answering	CodeCode Available	1
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering	Apr 19, 2024	ArticlesInformation Retrieval	—Unverified	0
Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning	Apr 19, 2024	Benchmarkingcounterfactual	—Unverified	0
TextSquare: Scaling up Text-Centric Visual Instruction Tuning	Apr 19, 2024	HallucinationHallucination Evaluation	—Unverified	0
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering	Apr 18, 2024	Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA)	CodeCode Available	1
MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale	Apr 18, 2024	Decision MakingMedical Visual Question Answering	—Unverified	0
Self-Supervised Visual Preference Alignment	Apr 16, 2024	8kMM-Vet	CodeCode Available	2

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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