Distillation data detection on Distillation Data (test)
86AccuracyTPD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPDBase Model=Qwen2.5-32B-Instruct2025.10 | 86 | 81.5 | 9.5 | |
| Infilling ScoreBase Model=Qwen2.5-32B-Instruct2025.10 | 54.3 | 51.3 | 42.7 | |
| NeighborBase Model=Qwen2.5-32B-Instruct2025.10 | 51.7 | 96 | 92.7 | |
| PerplexityBase Model=Qwen2.5-32B-Instruct2025.10 | 49 | 86 | 88 | |
| MIN-K%Base Model=Qwen2.5-32B-Instruct2025.10 | 49 | 82 | 84 | |
| LowercaseBase Model=Qwen2.5-32B-Instruct2025.10 | 47 | 92 | 98 | |
| MIN-K%++Base Model=Qwen2.5-32B-Instruct2025.10 | 45 | 76 | 86 | |
| ZlibBase Model=Qwen2.5-32B-Instruct2025.10 | 44 | 10 | 22 |