@article{whatdoesatemporalbenchmarkscoremeasurede, title = {What Does a Temporal Benchmark Score Measure? Decomposing Channel Use in Video VLM Evaluation}, author = {Farrukh Rahman}, year = {2026}, eprint = {2607.12304}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.12304}, }