Datasets › Ghostbuster

Ghostbuster

Introduced by Vivek Verma et al. in Ghostbuster: Detecting Text Ghostwritten by Large Language Models24 May 2023 archive 2025-07-28

The Ghostbusters dataset leverages the GPT-3.5-turbo model for generating texts in the domains of creative writing, news, and student essays, providing 2,000 texts in the first two domains and 1,994 in the latter.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Binary text classification Ghostbuster (All Domains) GigaCheck (Mistral-7B) F1 score 1.0 GigaCheck: Detecting LLM-generated Content — 2 Compare

Papers archive 2025-07-28

2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 13. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
GigaCheck: Detecting LLM-generated Content 0 1 31 Oct 2024 not harvested
Ghostbuster: Detecting Text Ghostwritten by Large Language Models 2 1 24 May 2023 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

MIT

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Ghostbuster
  • Ghostbuster (All Domains)

2 variant names, as the archive lists them.

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