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Showing 1311–1320 of 2177 papers

Title	Date	Tasks	Status	Hype
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering	Apr 19, 2024	ArticlesInformation Retrieval	—Unverified	0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents	Apr 13, 2023	document understandingKey Information Extraction	—Unverified	0
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models	Mar 16, 2025	Machine UnlearningPrivacy Preserving	—Unverified	0
Performance Analysis of Traditional VQA Models Under Limited Computational Resources	Feb 9, 2025	Question AnsweringVisual Question Answering	—Unverified	0
Parameter Efficient Reinforcement Learning from Human Feedback	Mar 15, 2024	Question Answeringreinforcement-learning	—Unverified	0
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly	Jun 10, 2025	Question AnsweringScene Understanding	—Unverified	0
Physically Grounded Vision-Language Models for Robotic Manipulation	Sep 5, 2023	Image CaptioningLanguage Modelling	—Unverified	0
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals	Nov 29, 2022	Deep LearningQuestion Answering	—Unverified	0
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs	Feb 12, 2024	Instruction FollowingLogical Reasoning	—Unverified	0
Playing Lottery Tickets with Vision and Language	Apr 23, 2021	Image-text RetrievalQuestion 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