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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 711–720 of 2177 papers

Title	Date	Tasks	Status	Hype
Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoning	Oct 8, 2024	Image RetrievalMath	—Unverified	0
An experimental study of the vision-bottleneck in VQA	Feb 14, 2022	ObjectQuestion Answering	—Unverified	0
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models	Aug 8, 2024	Contrastive LearningFine-Grained Image Recognition	—Unverified	0
Imperfect Vision Encoders: Efficient and Robust Tuning for Vision-Language Models	Jul 23, 2024	Computational EfficiencyImage Captioning	—Unverified	0
An Evaluation of GPT-4V and Gemini in Online VQA	Dec 17, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Deep learning evaluation using deep linguistic processing	Jun 5, 2017	Deep LearningMultimodal Deep Learning	—Unverified	0
Image Position Prediction in Multimodal Documents	May 1, 2020	ArticlesCaption Generation	—Unverified	0
Deep Exemplar Networks for VQA and VQG	Dec 19, 2019	DecoderQuestion Answering	—Unverified	0
Deep Bayesian Active Learning for Multiple Correct Outputs	Dec 2, 2019	Active LearningAnswer Generation	—Unverified	0
BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering	Dec 13, 2023	Medical Visual Question AnsweringQuestion 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