Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/GigaCheck (Mistral-7B)

GigaCheck (Mistral-7B)

Reported on 7 benchmarks across 1 task · 1 paper · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing7 results

Binary text classificationonTURINGBENCH (Turing Test, FAIR_wmt20)
F1 score· 2024-10-31
0.9966
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Binary text classificationonTURINGBENCH (Turing Test, GPT-3)
F1 score· 2024-10-31
0.9709
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Binary text classificationonMAGE (Arbitrary-domains & Arbitrary-models)
Average Recall· 2024-10-31
0.9611
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Binary text classificationonTweepFake
Accuracy (%)· 2024-10-31
94.3
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Binary text classificationonTweepFake
F1 score· 2024-10-31
0.942
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Binary text classificationonGhostbuster (All Domains)
F1 score· 2024-10-31
1
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Binary text classificationonMixSet (Binary)
F1 score· 2024-10-31
0.99
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728