GigaCheck (DN-DAB-DETR)

Reported on 6 benchmarks across 1 task · 1 paper · 5 SOTA

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

Computer Vision6 results

Boundary DetectiononRoFT-chatgpt
Accuracy (%)· 2024-10-31
67.65
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Boundary DetectiononRoFT-chatgpt
MSE· 2024-10-31
1.03
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Boundary DetectiononRoFT
Accuracy (%)· 2024-10-31
64.63
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Boundary DetectiononRoFT
MSE· 2024-10-31
1.51
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Boundary DetectiononTriBERT (in-domain)
F1@3· 2024-10-31
0.646
SOTA
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728
Boundary DetectiononCoAuthor
Cohen’s Kappa score· 2024-10-31
0.1885
best: 0.4158 (GigaCheck (Mistral-7B-v0.3))
GigaCheck: Detecting LLM-generated Content arXiv:2410.23728