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Visual Question Answering

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Showing 1381–1390 of 2177 papers

Title	Date	Tasks	Status	Hype
Consistency-preserving Visual Question Answering in Medical Imaging	Jun 27, 2022	Question AnsweringVisual Question Answering	CodeCode Available	1
From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering	Jun 25, 2022	Question AnsweringVisual Question Answering	—Unverified	0
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives	Jun 22, 2022	Feature ImportanceQuestion Answering	CodeCode Available	0
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer	Jun 22, 2022	Question AnsweringSentence	CodeCode Available	1
Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding	Jun 21, 2022	DecoderQuestion Answering	—Unverified	0
Grounding Answers for Visual Questions Asked by Visually Impaired People	Jun 20, 2022	Question AnsweringVisual Question Answering	—Unverified	0
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models	Jun 16, 2022	Fill MaskLanguage Modeling	CodeCode Available	1
MixGen: A New Multi-Modal Data Augmentation	Jun 16, 2022	Data AugmentationImage-text Retrieval	CodeCode Available	1
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone	Jun 15, 2022	Described Object DetectionImage Captioning	CodeCode Available	1
Test-Time Adaptation for Visual Document Understanding	Jun 15, 2022	document understandingDomain Adaptation	—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