2026
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding
ICML 2026spotlight
We introduce VideoKR, the first large-scale training corpus specifically designed to strengthen knowledge- and reasoning-intensive video understanding. It comprises 430K video reasoning examples over 126K newly collected, CC-licensed, expert-domain videos. We develop an expert-in-the-loop, skill-ori…