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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–90 of 2177 papers

Title	Date	Tasks	Status	Hype
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model	Jan 4, 2024	Language ModelingLanguage Modelling	CodeCode Available	3
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones	Dec 28, 2023	Computational EfficiencyImage Captioning	CodeCode Available	3
DriveLM: Driving with Graph Visual Question Answering	Dec 21, 2023	Autonomous DrivingQuestion Answering	CodeCode Available	3
Generative Multimodal Models are In-Context Learners	Dec 20, 2023	In-Context LearningPersonalized Image Generation	CodeCode Available	3
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery	Dec 15, 2023	Contrastive LearningEarth Observation	CodeCode Available	3
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models	Dec 11, 2023	Chart UnderstandingDecoder	CodeCode Available	3
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models	Nov 11, 2023	Image CaptioningMMR total	CodeCode Available	3
Emu: Generative Pretraining in Multimodality	Jul 11, 2023	Image CaptioningImage Generation	CodeCode Available	3
Champion Solution for the WSDM2023 Toloka VQA Challenge	Jan 22, 2023	Question AnsweringVisual Grounding	CodeCode Available	3
Vision-Language Pre-training: Basics, Recent Advances, and Future Trends	Oct 17, 2022	Few-Shot LearningImage Captioning	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