BelegBench — Benchmark für die Extraktion Schweizer QR-Rechnungen (100 % synthetisch, DE/FR/IT)
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BelegBench
🇨🇭 Schweiz · 🇩🇪 DE · 🇫🇷 FR · 🇮🇹 IT · 🇦🇹 AT
BelegBench ist der Benchmark hinter Belegant-4B — der Schweizer On-Prem Beleg-AI. Von den Machern von German-OCR.
Benchmark für die Extraktion Schweizer QR-Rechnungen — 100 % synthetisch, DE / FR / IT.
Bisher gab es kein öffentliches Benchmark für Schweizer QR-Rechnungen mit CH-Spezifika (QR-IBAN, QR-Referenz, MWST 8.1 / 2.6 / 3.8 %, CHE-UID, Apostroph-Tausender). BelegBench schliesst die Lücke — inkl. der Metrik, die für Treuhänder zählt: Halluzinationsrate.
Ergebnisse (v1, n = 300, fairer 4B-Vergleich)
| Modell | Field-EM | Halluzinationsrate | Parse-Fehler |
|---|---|---|---|
| Belegant-4B | 84.7 % | 0.0 % | 3/300 |
| Qwen3.5-4B (roh) | 75.8 % | 1.2 % | 15/100 |
| gemma3:4b (roh) | 16.5 % | 15.9 % | 76/100 |
Trilingual: FR 81.4 %, IT 83.0 %. Viral-Grafik: belegbench/viral_table.html.
Der Datensatz ist zu 100 % synthetisch (300 Belege, DE / FR / IT) — kein Datenschutzproblem.
Die aggregierten Ergebnisse je Modell liegen unter belegbench/results/.
Benchmark laufen lassen
python belegbench/run_eval.py --model belegant-4b --mode belegant --n 300
Metriken: Field-Level Exact Match, Halluzinationsrate, checksummen-validierte Accuracy, Verify-Catch-Rate, Latenz.
Lizenz
Apache-2.0 · von den Machern von German-OCR
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