InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows

Understand

Understanding long-form videos, such as movies and TV episodes ranging from tens of minutes to two hours, remains a significant challenge for multi-modal models.

• Existing benchmarks often fail to test the full range of cognitive skills needed to process these temporally rich and narratively complex inputs.
• Therefore, we introduce InfiniBench, a comprehensive benchmark designed to evaluate the capabilities of models in long video understanding rigorously.
• InfiniBench offers:(1) Over 1,000 hours of video content, with an average video length of 53 minutes.