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Visual Question Answering

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Showing 1381–1390 of 2177 papers

Title	Date	Tasks	Status	Hype
Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training	Jun 13, 2023	image-classificationImage Classification	CodeCode Available	0
Visual Question Answering (VQA) on Images with Superimposed Text	Jun 13, 2023	Question AnsweringVisual Question Answering	—Unverified	0
A Survey of Vision-Language Pre-training from the Lens of Multimodal Machine Translation	Jun 12, 2023	Image CaptioningMachine Translation	—Unverified	0
Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering	Jun 8, 2023	Question AnsweringRetrieval	—Unverified	0
Diversifying Joint Vision-Language Tokenization Learning	Jun 6, 2023	Question AnsweringRepresentation Learning	—Unverified	0
Multi-CLIP: Contrastive Vision-Language Pre-training for Question Answering tasks in 3D Scenes	Jun 4, 2023	Common Sense ReasoningQuestion Answering	—Unverified	0
LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing	Jun 1, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data	Jun 1, 2023	Anomaly DetectionImage Generation	—Unverified	0
Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training	Jun 1, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA	May 31, 2023	counterfactualCounterfactual Inference	—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