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Showing 71–80 of 2177 papers

Title	Date	Tasks	Status	Hype
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models	Mar 31, 2024	Image-text RetrievalLanguage Modeling	CodeCode Available	3
MoAI: Mixture of All Intelligence for Large Language and Vision Models	Mar 12, 2024	AllMixture-of-Experts	CodeCode Available	3
Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models	Mar 10, 2024	Visual Question Answering	CodeCode Available	3
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context	Mar 8, 2024	1 Image, 2*2 StitchingCode Generation	CodeCode Available	3
Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models	Mar 5, 2024	TextVQAVisual Question Answering	CodeCode Available	3
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review	Mar 4, 2024	Medical Report GenerationQuestion Answering	CodeCode Available	3
ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models	Feb 18, 2024	Language ModellingQuestion Answering	CodeCode Available	3
PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers	Feb 13, 2024	Question AnsweringRetrieval	CodeCode Available	3
Q-Bench+: A Benchmark for Multi-modal Foundation Models on Low-level Vision from Single Images to Pairs	Feb 11, 2024	Image Quality AssessmentQuestion Answering	CodeCode Available	3
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey	Feb 8, 2024	ArticlesEntity Alignment	CodeCode Available	3

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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