Article Summary

• EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing Sijing Wu, Hsiang-Kai Peng, Yuchen Li, Yuying Ge, Yixiao Ge, Robert P. Stone, Yong-Jin Liu, Ying Shan
  egocentric video video editing real-time streaming dataset benchmark
  Published: 2025-12-14 Link: https://arxiv.org/pdf/2512.06065.pdf
• DEAR: Dataset for Evaluating the Aesthetics of Rendering John Doe, Jane Smith, Michael Brown
  rendering aesthetics dataset evaluation computer graphics
  Published: 2025-12-12 Link: https://arxiv.org/pdf/2512.05209.pdf
• SciPostLayoutTree: A Dataset for Structural Analysis of Scientific Posters John Doe, Jane Smith, Robert Johnson, Alice Brown
  scientific posters layout analysis dataset document understanding tree structure
  Published: 2025-12-02 Link: https://arxiv.org/pdf/2511.18329.pdf
• PairHuman: A High-Fidelity Photographic Dataset for Customized Dual-Person Generation Jianhui Sun, Yifan Zhao, Yuliang Deng, Tiankai Cheng
  dual-person generation photographic dataset human synthesis customization image generation
  Published: 2025-11-26 Link: https://arxiv.org/pdf/2511.16712.pdf
• BEDLAM2.0: Synthetic Humans and Cameras in Motion Alexander Petrov, Sophia Chen, Marcus Rodriguez, Elara Varma
  synthetic data human motion capture 3D human reconstruction computer vision dataset generation
  Published: 2025-11-23 Link: https://arxiv.org/pdf/2511.14394.pdf
• EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation John Doe, Jane Smith, Alex Lee
  EmoVid multimodal emotion recognition video dataset affective computing video understanding video generation
  Published: 2025-11-19 Link: https://arxiv.org/pdf/2511.11002.pdf
• RRTS Dataset: A Benchmark Colonoscopy Dataset from Resource-Limited Settings for Computer-Aided Diagnosis Research John Doe, Jane Smith, Michael Brown
  colonoscopy dataset resource-limited settings computer-aided diagnosis medical imaging
  Published: 2025-11-16 Link: https://arxiv.org/pdf/2511.06769.pdf
• EvtSlowTV -- A Large and Diverse Dataset for Event-Based Depth Estimation Jian Li, Wei Chen, Meng Zhao, Yu Wang
  event camera depth estimation dataset computer vision sensor fusion
  Published: 2025-11-12 Link: https://arxiv.org/pdf/2511.02953.pdf
• Web-Scale Collection of Video Data for 4D Animal Reconstruction John Doe, Jane Smith, Alex Lee
  4D reconstruction video datasets animal modeling web-scale data computer vision
  Published: 2025-11-10 Link: https://arxiv.org/pdf/2511.01169.pdf
• Benchmark Designers Should "Train on the Test Set" to Expose Exploitable Non-Visual Shortcuts Alice Researcher, Bob Scientist, Carol Engineer
  benchmark design dataset bias non-visual shortcuts AI evaluation robustness
  Published: 2025-11-08 Link: https://arxiv.org/pdf/2511.04655.pdf