LLM-generated content detection on VisualNews
0.9746AUROCLiSCP
Evaluation results
| Method | Links | |
|---|---|---|
| LiSCPparaphrase model=GPT-3.5-Turbo, encoder=SBERT2026.05 | 0.9746 | |
| R-Detect2026.05 | 0.965 | |
| RAIDAR2026.05 | 0.9312 | |
| Fast-DetectGPT2026.05 | 0.9173 | |
| DetectGPTperturbation model=T5-3B2026.05 | 0.8124 | |
| Ghostbustersubstitute LLM=GPT-3.5-Turbo2026.05 | 0.7122 | |
| LogRank2026.05 | 0.6712 | |
| RoBERTa-largeBackbone=large2026.05 | 0.5674 | |
| Rank2026.05 | 0.5412 | |
| RoBERTa-baseBackbone=base2026.05 | 0.5358 | |
| Entropy2026.05 | 0.4746 |