Label-Exact PII Span Detection and Classification on AI4Privacy
78Mislabel CountMistral_1
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Mistral_1Variant=12025.12 | 78 | 93.6 | 64.5 | 92 | |
| Mistral_2Variant=22025.12 | 79 | 98.5 | 96.2 | 91.7 | |
| T5Checkpoint/Variant=Best Checkpoint2025.12 | 413 | 97.1 | 88.9 | 90.8 | |
| T5Training Protocol=Fine-Tuned2025.12 | 1,211 | 88.4 | 70 | 82.5 | |
| DeepSeek-Q1Training Protocol=Instruction-Tuned2025.12 | 3,047 | 99.4 | 94.5 | 96 |