---
title: "Scroll Surface Segmentation — benchmark"
task_type: "b45dc207-4b75-4ae3-bb29-c8b812207578"
categories: "science, vision"
max_score: "100"
verified: "true"
language: "en-US"
updated: "2026-08-13"
url: "https://lforla.org/benchmarks/scroll-surface-seg"
markdown_twin: "https://lforla.org/markdown/benchmarks/scroll-surface-seg.md"
---
# Scroll Surface Segmentation

Categories: science, vision · Max score: 100 · Verified: yes · Source: https://scrollprize.org · License: CC-BY-4.0 · Language: en-US

**Vesuvius Challenge — 3D papyrus surface segmentation from micro-CT volumes**

# Scroll Surface Segmentation

Benchmark évaluant la capacité des LLMs à comprendre et résoudre des problèmes de segmentation 3D de surface de papyrus à partir de volumes micro-CT, dans le cadre du Vesuvius Challenge (scrollprize.org).

## Domaines couverts
- Segmentation 3D avec nnU-Net
- Analyse de volumes CT (Zarr, TIFF stacks)
- Métriques topologiques (Dice, centerline Dice)
- Formats de données : TIFXYZ, mesh OBJ, surface volumes
- Pipelines d'évaluation de la Villa (volume-cartographer)

## Références
- https://scrollprize.org
- https://github.com/ScrollPrize/open-data
- https://registry.opendata.aws/vesuvius-challenge-herculaneum-scrolls/

## Datasets

- **Scroll Surface Segmentation — Reference Data** (`scroll-surface-seg-data`) — Real benchmark data from the Vesuvius Challenge

## Paper

- From Micro-CT to Readable Text: The Vesuvius Challenge — Vesuvius Challenge Community, Nat Friedman, Daniel Gross, Brent Seales (2023-10-12)