视频生成(Video Generation) 学习笔记
Survey
A Survey on Video Diffusion Models (2024.09)
- 14 Sep 2024
- paper: https://arxiv.org/abs/2310.10647
- github: ChenHsing/Awesome-Video-Diffusion-Models
Closed-Source Models
Sora
Open-Source Models
HF Models:
tencent/HunyuanVideo
web / github / report / HF / demo
目前开源模型中的SOTA
Wan-AI/Wan2.1
stabilityai/stable-video-diffusion
THUDM/CogVideoX1.5
Skywork/SkyReels
Benchmark
VBench [CVPR’24 Highlight]
web / github
paper: VBench: Comprehensive Benchmark Suite for Video Generative Models
- arxiv: https://arxiv.org/pdf/2311.17982
- 29 Nov 2023
paper: VBench++: Comprehensive and Versatile
Benchmark Suite for Video Generative Models
- arxiv: https://arxiv.org/pdf/2411.13503
- 20 Nov 2024
paper: VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness
- arxiv: https://arxiv.org/pdf/2503.21755
- 27 Mar 2025
MovieGenBench
github
Movie Gen Bench是由Facebook Research发布的视频生成评估基准测试，旨在为未来在视频生成领域的研究提供公平且易于比较的标准。该基准测试包括Movie Gen Video Bench和Movie Gen Audio Bench两个部分，分别针对视频内容生成和音频生成进行评估。
Leadboard
VBench_Leaderboard
https://huggingface.co/spaces/Vchitect/VBench_Leaderboard
Artificial Analysis Video Arena Leaderboard
https://artificialanalysis.ai/text-to-video/arena?tab=leaderboard
- Title: 视频生成(Video Generation) 学习笔记
- Author: LeoJeshua
- Created at : 2025-06-06 21:49:00
- Updated at : 2025-06-08 13:18:26
- Link: https://leojeshua.github.io/DMs/Video-Generation/
- License: This work is licensed under CC BY-NC-SA 4.0.