Image Generation 116 Video Generation 115 3D Generation 91 Image Editing 50 Audio Understanding 40 Audio Generation 34 Image Understanding 28 Video Editing 28 Video Understanding 27 3D Editing 26 Audio Editing 21 Attack 20 Datasets 18 Defense and Detect 17 Generation with Multiple Modalities 11 3D Understanding 10 3D, Video and Audio Safety 8 Vision 7 Alignment 6 LLM 6 Multiple modalities 1

Non-LLM-based (Clip/T5) 377 🔅 LLM-based 156 Datasets 64 Non-LLM-based 53 Video VAE/Tokenizers 13 Audio-Video 11 Benchmarks 6