TL;DR of the paper, generated automatically.

A new benchmark checks whether multimodal models remember earlier turns in video chats.

• Setup: 326 videos, 2,476 turns, 1,387 depend on earlier turns.
• Result: Claude Opus 5 scores best, at 45.7% overall.
• Released: dataset and evaluation code are public.