Your VLM Already Knows When: Training-Free Temporal Grounding by Asking Yes or No

Ji Huang, Barry Devereux, Hui Wang

Multimodal LLMs that recognise events reliably still fail to say when they happen. Prompted for timestamps, strong VLMs reach as little as $3.8\%$ [email protected] on Charades-STA, and $77$ t…