Read original ↗
paperarXivTrust 82 · PrimaryPublished 3d agoLive · 6h ago

Ancient-Bench: A Comprehensive Multi-millennial, Multi-medium, and Multi-script Benchmark for Ancient Chinese Artifact Text Recognition

Ancient Chinese artifact text recognition is fundamental to heritage digitization, and benchmarks for ancient texts are essential for evaluating current model capabilities. However, existing benchmarks suffer from ''fragmentation'', manifested in limited temporal coverage, limited medium diversity, and incomplete script types. Therefore, we present Ancient-Bench, a comprehensive benchmark of 2,700 images for ancient Chinese artifact text recognition, featuring three dimensions: Multi-millennial (spanning 3,000 years of character evolution), Multi-medium (covering nine artifact categories), and

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • FuzzySimilar title/name (fuzzy) · 87%jeinlee1991/chinese-llm-benchmark

    Fuzzy title match (0.94): “Ancient-Bench: A Comprehensive Multi-millennial, Multi-mediu” ≈ “jeinlee1991/chinese-llm-benchmark”

  • FuzzyOverlapping authors or contributors · 62%keras-team/keras

    Shared author/contributor keys: jin

  • FuzzyOverlapping authors or contributors · 62%HKUDS/LightRAG

    Shared author/contributor keys: jin

  • FuzzyOverlapping authors or contributors · 62%DietrichGebert/ponytail

    Shared author/contributor keys: cheng

  • LinkedLinked via arxiv author · 85%Hiuyi Cheng

    Ancient-Bench: A Comprehensive Multi-millennial, Multi-medium, and Multi-script Benchmark for Ancient Chinese Artifact T

  • LinkedLinked via arxiv author · 85%Nuo Xu

    Ancient-Bench: A Comprehensive Multi-millennial, Multi-medium, and Multi-script Benchmark for Ancient Chinese Artifact T

  • LinkedLinked via arxiv author · 85%Yuyi Zhang

    Ancient-Bench: A Comprehensive Multi-millennial, Multi-medium, and Multi-script Benchmark for Ancient Chinese Artifact T

Covers

Implements (incoming)

authored (incoming)

Related across the graph

Topics