Text Detectability on claude-opus balanced 4-1 (test)
98fastText F1_DTemplate-based
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Template-based2026.04 | 98 | 97 | 96 | 99 | 81 | |
| LLM-dependent2026.04 | 58 | 61 | 59 | 64 | 57 | |
| LLM-dependent+IDAblation=Inverse-design refinement2026.04 | 56 | 59 | 58 | 62 | 55 | |
| LLM-dependent+CAAblation=One-shot concept assignment2026.04 | 55 | 57 | 56 | 60 | 54 | |
| iTAG2026.04 | 52 | 54 | 53 | 57 | 51 |