PII Detection on PII-Bench
85.2Name F1GLiNER2 Multi
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GLiNER2 MultiInference Protocol=raw inference2026.05 | 85.2 | 5.2 | |
| GLiGuard OmniInference Protocol=raw inference2026.05 | 83.1 | 6.6 | |
| GLiGuard uni-encInference Protocol=with span merging and label mapping2026.05 | 75.7 | 65.9 | |
| GLiGuard uni-encInference Protocol=raw inference2026.05 | 74.6 | 0.5 | |
| GLiGuard bi-encInference Protocol=with span merging and label mapping2026.05 | 69.5 | 68.7 | |
| GLiGuard bi-encInference Protocol=raw inference2026.05 | 63.7 | 0 | |
| GLiNER2 MultiInference Protocol=with span merging and label mapping2026.05 | 60.6 | 52.1 | |
| GLiGuard OmniInference Protocol=with span merging and label mapping2026.05 | 52.3 | 54.6 | |
| GLiNER2 LargeInference Protocol=with span merging and label mapping2026.05 | 30.3 | 35.9 | |
| GLiNER2 LargeInference Protocol=raw inference2026.05 | 27.8 | 0 |