SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features Paper • 2502.14786 • Published Feb 20 • 138
MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching Paper • 2502.12852 • Published Feb 18 • 3
GIMMICK -- Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking Paper • 2502.13766 • Published Feb 19 • 3
How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the Wild Paper • 2502.12769 • Published Feb 18 • 3
Qwen2.5-VL Collection Vision-language model series based on Qwen2.5 • 10 items • Updated 4 days ago • 420
Centurio Collection Artifacts of the paper "Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model" • 6 items • Updated Feb 4 • 4
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model Paper • 2501.05122 • Published Jan 9 • 20
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 148
Qwen2-VL Collection Vision-language model series based on Qwen2 • 16 items • Updated Dec 6, 2024 • 209
LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer Paper • 2412.13871 • Published Dec 18, 2024 • 18
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published Dec 19, 2024 • 73
Aria: An Open Multimodal Native Mixture-of-Experts Model Paper • 2410.05993 • Published Oct 8, 2024 • 111
LLaVA-Onevision Collection LLaVa_Onevision models for single-image, multi-image, and video scenarios • 9 items • Updated Sep 18, 2024 • 15
view article Article Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Language Model Aug 22, 2023 • 31
M5 -- A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks Paper • 2407.03791 • Published Jul 4, 2024 • 1
What If We Recaption Billions of Web Images with LLaMA-3? Paper • 2406.08478 • Published Jun 12, 2024 • 41