Multimodal AI models like OpenAI’s CLIP have transformed how developers build systems that understand both images and text. But there’s…
Cross-Modal Retrieval
ONE-PEACE: A Single Model for Vision, Audio, and Language with Zero Pretraining Dependencies 1062
In today’s AI landscape, most multimodal systems are built by stitching together specialized models—separate vision encoders, audio processors, and language…
MIEB: Benchmark 130 Image & Image-Text Tasks Across 38 Languages for Reliable Model Evaluation 3016
Evaluating image embedding models has long been a fragmented and inconsistent process. Researchers and engineers often test models on narrow,…