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Visual Question Answering

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Papers

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Showing 1271–1280 of 2177 papers

Title	Date	Tasks	Status	Hype
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications	Dec 23, 2023	geo-localizationimage-classification	—Unverified	0
Towards a Unified Multimodal Reasoning Framework	Dec 22, 2023	Multimodal ReasoningMultiple-choice	CodeCode Available	0
Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts	Dec 21, 2023	HallucinationQuestion Answering	—Unverified	0
Object-aware Adaptive-Positivity Learning for Audio-Visual Question Answering	Dec 20, 2023	Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA)	CodeCode Available	0
Object Attribute Matters in Visual Question Answering	Dec 20, 2023	AttributeGraph Neural Network	CodeCode Available	0
Interactive Visual Task Learning for Robots	Dec 20, 2023	Continual LearningNovel Concepts	—Unverified	0
Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering	Dec 20, 2023	Question AnsweringVisual Question Answering	—Unverified	0
VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering	Dec 19, 2023	Image RetrievalQuestion Answering	CodeCode Available	0
OsmLocator: locating overlapping scatter marks with a non-training generative perspective	Dec 18, 2023	ClusteringCombinatorial Optimization	CodeCode Available	0
CLOVA: A Closed-Loop Visual Assistant with Tool Usage and Update	Dec 18, 2023	Continual LearningQuestion Answering	—Unverified	0

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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