Update HELP citation

Update VPB card header

Refine VPB dataset card style

Update VPB citation

Update VPB dataset card links

Restructure benchmark release

Make VPB public evaluation strict by default

Update benchmark README

Add VLAC-Cut public benchmark evaluation workflow

Clarify VLAC-Cut evaluation workflow and metrics

Update public VPB evaluator and VLAC-Cut evaluation docs

Refine README and rename unpack script

Document custom frame output root

Simplify README and clarify frame extraction paths

Refine README academic wording

Refine README style for Video-Progress Benchmark release

Rename benchmark README to Video-Progress Benchmark

Finalize simplified release interface for README.md

Update README.md for direct data extraction layout

Rename benchmark release layout to benchmark_splits and data

Update README.md

Update README.md for __VLAC2_FRAMES_ROOT__ placeholder

Update README.md

Update README.md

Update README.md

Update dataset card README

Add README.md