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Visual Question Answering

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Showing 771–780 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Consistency of Compositional Generalization across Multiple Levels	Dec 18, 2024	Meta-LearningQuestion Answering	CodeCode Available	0	5
Multimodal Preference Data Synthetic Alignment with Reward Model	Dec 23, 2024	2kCaption Generation	CodeCode Available	0	5
Adaptive loose optimization for robust question answering	May 6, 2023	Extractive Question-AnsweringMachine Reading Comprehension	CodeCode Available	0	5
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence	Feb 15, 2018	Activity RecognitionExplainable Models	CodeCode Available	0	5
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering	Aug 4, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and Beyond	Oct 8, 2024	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Analyzing the Behavior of Visual Question Answering Models	Jun 23, 2016	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Multimodal Residual Learning for Visual QA	Jun 5, 2016	Multiple-choiceQuestion Answering	CodeCode Available	0	5
Attention on Attention: Architectures for Visual Question Answering (VQA)	Mar 21, 2018	GPUQuestion Answering	CodeCode Available	0	5
Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question Answering	Oct 26, 2022	Question AnsweringVisual Question Answering	CodeCode Available	0	5

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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