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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–60 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
OtterHD: A High-Resolution Multi-modality Model	Nov 7, 2023	modelVisual Question Answering	CodeCode Available	4	5
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models	Jan 30, 2023	Generative Visual Question AnsweringImage Captioning	CodeCode Available	4	5
Otter: A Multi-Modal Model with In-Context Instruction Tuning	May 5, 2023	GPUIn-Context Learning	CodeCode Available	4	5
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models	Feb 12, 2024	HallucinationObject Localization	CodeCode Available	4	5
Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning	May 23, 2025	DecoderImage Captioning	CodeCode Available	4	5
Evaluating Text-to-Visual Generation with Image-to-Text Generation	Apr 1, 2024	Image to textQuestion Answering	CodeCode Available	3	5
Efficient Multimodal Large Language Models: A Survey	May 17, 2024	Edge-computingQuestion Answering	CodeCode Available	3	5
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent	Nov 5, 2024	BenchmarkingHallucination	CodeCode Available	3	5
Emu3: Next-Token Prediction is All You Need	Sep 27, 2024	All	CodeCode Available	3	5
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models	Nov 11, 2023	Image CaptioningMMR total	CodeCode Available	3	5

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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