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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 901–910 of 2177 papers

Title	Date	Tasks	Status	Hype
Interpretable Visual Question Answering via Reasoning Supervision	Sep 7, 2023	Common Sense ReasoningQuestion Answering	—Unverified	0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision	Aug 1, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Analysis of Visual Question Answering Algorithms with attention model	May 4, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Graph Neural Networks in Vision-Language Image Understanding: A Survey	Mar 7, 2023	Image CaptioningImage Retrieval	—Unverified	0
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool	Mar 16, 2018	Question AnsweringReinforcement Learning	—Unverified	0
Inverse Visual Question Answering with Multi-Level Attentions	Sep 17, 2019	Question AnsweringVisual Question Answering	—Unverified	0
A Unified Framework for Multilingual and Code-Mixed Visual Question Answering	Dec 1, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network	Sep 30, 2020	Heuristic SearchQuestion Answering	—Unverified	0
Learning to Compose Diversified Prompts for Image Emotion Classification	Jan 26, 2022	ClassificationEmotion Classification	—Unverified	0
GRAM: Global Reasoning for Multi-Page VQA	Jan 7, 2024	Question AnsweringVisual Question 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