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lvsa-reproduce-paper

Official

Reproduce LVSA results with bundled benchmarks.

Education & Research#reproduce#benchmarks#lvsa#latency-scaling#vqeval#vbench-long#paper-results
AuthorJiusiServe
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Reproduce LVSA paper results using bundled benchmarks and scripts, enabling verification of SotA comparisons and latency scaling without reproducing all resources manually.

Core Features & Use Cases

  • Reproduce headline LVSA results as shown in the paper, including SotA benchmarks, latency scaling, and quality scoring using VQeval and VBench-Long.
  • Validate results across Wan 2.1 1.3B and HunyuanVideo setups using the bundled benchmarks and scripts.
  • Use the provided workflows to regenerate figures in the README and compare against baselines.

Quick Start

Run the bundled benchmarks and scripts to reproduce the LVSA paper results.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: lvsa-reproduce-paper
Download link: https://github.com/JiusiServe/LongVideoSparseAttention/archive/main.zip#lvsa-reproduce-paper

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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