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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1721–1730 of 2177 papers

Title	Date	Tasks	Status	Hype
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View	Oct 30, 2020	Face Recognitionimage-classification	CodeCode Available	0
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis	Oct 28, 2020	Auxiliary LearningImage Generation	—Unverified	0
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering	Oct 27, 2020	DiagnosticQuestion Answering	CodeCode Available	1
RUArt: A Novel Text-Centered Solution for Text-Based Visual Question Answering	Oct 24, 2020	Optical Character RecognitionOptical Character Recognition (OCR)	CodeCode Available	1
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions	Oct 24, 2020	General ClassificationMultiple-choice	—Unverified	0
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies	Oct 21, 2020	Question AnsweringVisual Question Answering	CodeCode Available	1
Bayesian Attention Modules	Oct 20, 2020	Image CaptioningMachine Translation	CodeCode Available	1
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency	Oct 20, 2020	Question AnsweringVisual Grounding	CodeCode Available	0
Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering	Oct 17, 2020	Question AnsweringVisual Question Answering	—Unverified	0
New Ideas and Trends in Deep Multimodal Content Understanding: A Review	Oct 16, 2020	Cross-Modal RetrievalDeep Learning	—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