video-restoration

MFVSR 提出一个大规模、多风格的视频字幕移除基准，通过空间解耦的细粒度协议评估修复保真度、区域保持性、时间一致性与可靠性，涵盖3000对视频和16种语言。

SwiftVR is a real-time one-step generative video restoration framework that achieves high frame rates on consumer GPUs using efficient attention mechanisms and a lightweight restoration-aware autoencoder.

JoyFox Lab releases LTX2.3-ICEdit-Insight, a task-aware video restoration and editing model family built on LTX-2.3, supporting video restoration, HD enhancement, watermark removal, and subtitle removal.