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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1831–1840 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Attention Guided Semantic Relationship Parsing for Visual Question Answering	Oct 5, 2020	ObjectQuestion Answering	—Unverified	0	0
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering	Jan 14, 2022	Generative Question AnsweringImage to text	—Unverified	0	0
VQA Training Sets are Self-play Environments for Generating Few-shot Pools	May 30, 2024	Question AnsweringVisual Question Answering	—Unverified	0	0
Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering	Jan 25, 2023	DecoderExplanation Generation	—Unverified	0	0
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models	Feb 16, 2024	Adversarial RobustnessLanguage Modelling	—Unverified	0	0
Towards Automated Error Analysis: Learning to Characterize Errors	Jan 13, 2022	Common Sense ReasoningMeta-Learning	—Unverified	0	0
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing	Dec 16, 2019	Question AnsweringVisual Question Answering	—Unverified	0	0
Towards Complex Document Understanding By Discrete Reasoning	Jul 25, 2022	document understandingQuestion Answering	—Unverified	0	0
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation	Sep 10, 2021	Knowledge DistillationQuestion Answering	—Unverified	0	0
Actively Seeking and Learning from Live Data	Apr 5, 2019	Domain AdaptationMeta-Learning	—Unverified	0	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