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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 991–1000 of 2177 papers

Title	Date	Tasks	Status	Hype
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning	Nov 13, 2023	Instruction FollowingMM-Vet	CodeCode Available	2
InfMLLM: A Unified Framework for Visual-Language Tasks	Nov 12, 2023	GPUImage Captioning	CodeCode Available	1
Visual Commonsense based Heterogeneous Graph Contrastive Learning	Nov 11, 2023	Contrastive LearningQuestion Answering	—Unverified	0
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models	Nov 11, 2023	Image CaptioningMMR total	CodeCode Available	3
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents	Nov 9, 2023	Instruction FollowingLLM real-life tasks	CodeCode Available	2
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language	Nov 8, 2023	Image CaptioningLanguage Modeling	CodeCode Available	0
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs	Nov 8, 2023	Question AnsweringReferring Expression	CodeCode Available	1
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration	Nov 7, 2023	1 Image, 2*2 StitchingDecoder	CodeCode Available	4
OtterHD: A High-Resolution Multi-modality Model	Nov 7, 2023	modelVisual Question Answering	CodeCode Available	4
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding	Nov 6, 2023	CoLAQuestion 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