Lune

CVPR Findings2026

Video Inspector: An Agentic-RL Framework and Benchmark for Human-Aligned Generative Video Evaluation

Jacey Somers, Harrison Zale, Janine Mason, Tina Walker, Eddie Quinn, Felix Lewis, Gavin Wright, Yvonne Young, Charles Sullivan, Wayne Carter, Julian Foster

Ask Lune

Ask anything. The answer shows its sources.

Lune reads the papers around it, then shows you the passages behind every answer.

Questions to start from

Lune answers from

related work

Get the answer

Free to start. No credit card required.

Related papers

  1. Exploring Physics-aware Video Generation through Reinforcement Learning with Autoregressive TokensWang Lin, Liyu Jia, Wentao Hu, Kaihang Pan, Zhongqi Yue, Fengda Zhang, Wei Zhao, Jingyuan Chen, Fei Wu, Hanwang ZhangCVPR Findings 2026
  2. THEval. Evaluation Framework for Talking Head Video GenerationNabyl Quignon, Baptiste Chopin, Yaohui Wang, Antitza DantchevaCVPR Findings 2026
  3. BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video GenerationZihao Zhu, Ruotong Wang, Siwei Lyu, Min Zhang, Baoyuan WuCVPR Findings 2026
  4. VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement LearningXuanyu Zhang, Weiqi Li, Shijie Zhao, Junlin Li et al.AAAI 2026 · 20 citations
  5. VMBench: A Benchmark for Perception-Aligned Video Motion GenerationXinran Ling, Chen Zhu, Meiqi Wu, Hangyu Li et al.ICCV 2025 · 2 citations
Dusk over the sea between two cliffs drawn in fine vertical lines