ResearchBenchmarksLong-Term Video Understanding on COINFollow96Top-1 AccHierarQ72.49678.59884.790.802Nov 19, 2024Dec 7, 2024Dec 26, 2024Jan 14, 2025Feb 1, 2025Feb 20, 2025Mar 11, 2025Evaluation ResultsMethodMethodLinksTop-1 AccHierarQLLM finetuning=trueLLM finetuning=true2025.0396HierarQLLM finetuning=falseLLM finetuning=false2025.0394.6AdaCM²2024.1193.3MA-LMM2024.1193.2MA-LMM2025.0393.2S52024.1190.8S52025.0390.8D-Sprv.2024.1190Dist-Sprv2025.0390TranS4mer2025.0389.2ViS4mer2024.1188.4ViS4mer2025.0388.4VideoMamba2025.0386.2TSN2024.1173.4