Multimodal
Combining vision and language? Evaluate image captioning, visual QA, text-to-image generation, and cross-modal retrieval models.
Tasks in Multimodal
Image Captioning
Generating text descriptions of images (COCO Captions).
Visual Question Answering
Answering questions about images (VQA, GQA).
Text-to-Image Generation
Generating images from text descriptions (Stable Diffusion, DALL-E).
Video Understanding
Understanding and reasoning about video content.
Cross-Modal Retrieval
Retrieving items across different modalities (image-text).
Explore Other Areas
Computer Vision
Building systems that understand images and video? Find benchmarks for recognition, detection, segmentation, and document analysis tasks.
Natural Language Processing
Processing and understanding text? Evaluate your models on language understanding, generation, translation, and information extraction benchmarks.
Reasoning
Testing if your model can think logically? Benchmark math problem solving, commonsense understanding, and multi-step reasoning capabilities.
Computer Code
Developing AI coding assistants? Test code generation, completion, translation, bug detection, and repair capabilities.