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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1311–1320 of 2177 papers

Title	Date	Tasks	Status	Hype
Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question Answering	Oct 26, 2022	Question AnsweringVisual Question Answering	CodeCode Available	0
Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision	Oct 24, 2022	cross-modal alignmentCross-Modal Retrieval	—Unverified	0
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge	Oct 24, 2022	Question AnsweringVisual Question Answering	CodeCode Available	1
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data	Oct 23, 2022	Image CaptioningImage-text Retrieval	—Unverified	0
PoseScript: Linking 3D Human Poses and Natural Language	Oct 21, 2022	Cross-Modal RetrievalImage Captioning	CodeCode Available	2
Image Semantic Relation Generation	Oct 19, 2022	Image RetrievalImage Segmentation	—Unverified	0
CPL: Counterfactual Prompt Learning for Vision and Language Models	Oct 19, 2022	counterfactualimage-classification	—Unverified	0
Aligning MAGMA by Few-Shot Learning and Finetuning	Oct 18, 2022	Few-Shot LearningImage Captioning	—Unverified	0
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering	Oct 18, 2022	Passage RetrievalQuestion Answering	—Unverified	0
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training	Oct 17, 2022	Image CaptioningNetwork Interpretation	CodeCode Available	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