paper-coverage-validator

Validate benchmark artifacts for required RGB micro and RGB DataLoader sections.

95|3|Updated Oct 25, 2024
One-click install
npx skills add https://github.com/albumentations-team/benchmark --skill paper-coverage-validator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-coverage-validator
Source: https://github.com/albumentations-team/benchmark/tree/main/.cursor/skills/paper-coverage-validator
Command: npx skills add https://github.com/albumentations-team/benchmark --skill paper-coverage-validator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validates whether benchmark artifacts cover the paper's required RGB micro and RGB DataLoader sections, helping researchers ensure that results are complete and publication-ready.

Core Features & Use Cases

  • Verifies presence of required core sections: image-rgb/micro and image-rgb/pipeline.
  • Supports checking RAM-reduced profiles and full runs to guide publication planning.
  • Provides actionable remediation guidance when gaps are detected to streamline paper prep.

Quick Start

Run the validator against your gcp_runs and output directory to confirm all required sections are present.

Frequently Asked Questions about paper-coverage-validator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate benchmark artifacts for missing RGB micro and DataLoader sections?

To validate benchmark artifacts, run the validator against your gcp_runs and output directories to identify missing image-rgb/micro and image-rgb/pipeline sections required for publication readiness.

What is benchmark paper coverage validation for RGB sections?

Benchmark paper coverage validation identifies and reports gaps where artifacts lack required RGB micro and RGB DataLoader sections, ensuring your benchmark results are complete and publication-ready.

Can I check both RAM-reduced profiles and full runs for publication readiness?

Yes, you can validate both RAM-reduced profiles and full runs to guide publication planning, verifying the presence of required core sections across different execution configurations.

How do I fix missing image-rgb/micro or image-rgb/pipeline sections in my output?

When gaps are detected, the validator provides actionable remediation guidance to fix missing image-rgb/micro or image-rgb/pipeline sections, streamlining your paper preparation process.

Does the paper coverage validator work without external dependencies?

Yes, the paper coverage validator operates without external dependencies, directly scanning your gcp_runs and output directories to enforce the presence of required benchmark sections.