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Visual Question Answering

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Showing 701–710 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism	Apr 29, 2024	document understandingGPU	CodeCode Available	0	5
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering	Sep 15, 2023	DiversityQuestion Answering	CodeCode Available	0	5
A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering	Oct 1, 2022	Medical Visual Question AnsweringQuestion Answering	CodeCode Available	0	5
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering	Sep 23, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMs	May 27, 2025	Audio-visual Question AnsweringQuestion Answering	CodeCode Available	0	5
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding	Oct 4, 2018	Question AnsweringRepresentation Learning	CodeCode Available	0	5
On Modality Bias Recognition and Reduction	Feb 25, 2022	Action RecognitionMulti-modal Classification	CodeCode Available	0	5
CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays	May 23, 2025	DiagnosticQuestion Answering	CodeCode Available	0	5
Multimodal Preference Data Synthetic Alignment with Reward Model	Dec 23, 2024	2kCaption Generation	CodeCode Available	0	5
cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation	Jun 7, 2022	Knowledge DistillationQuestion 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