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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1281–1290 of 2177 papers

Title	Date	Tasks	Status	Hype
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering	Dec 19, 2022	Chart Question AnsweringData Summarization	—Unverified	0
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering	Dec 16, 2022	Optical Character RecognitionOptical Character Recognition (OCR)	—Unverified	0
CLIPPO: Image-and-Language Understanding from Pixels Only	Dec 15, 2022	Contrastive Learningimage-classification	—Unverified	0
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory	Dec 10, 2022	Image CaptioningLanguage Modeling	CodeCode Available	0
ParsVQA-Caps: A Benchmark for Visual Question Answering and Image Captioning in Persian	Dec 7, 2022	Image CaptioningQuestion Answering	—Unverified	0
Hierarchical multimodal transformers for Multi-Page DocVQA	Dec 7, 2022	DecoderQuestion Answering	CodeCode Available	1
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests	Dec 3, 2022	Question AnsweringVisual Question Answering	CodeCode Available	0
Compound Tokens: Channel Fusion for Vision-Language Representation Learning	Dec 2, 2022	DecoderLanguage Modeling	—Unverified	0
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning	Dec 1, 2022	Domain GeneralizationQuestion Answering	CodeCode Available	1
Optimizing Explanations by Network Canonization and Hyperparameter Search	Nov 30, 2022	Explainable Artificial Intelligence (XAI)image-classification	—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