Part of Microsoft
Data as of Oct 13, 2026Based on 56,742 AI responses
Reviewed by Dimitry Apollonsky
AI summary
DeBERTa is a large-scale pre-trained language model developed by Microsoft Research.
Products
Question: We need to redact PII from user inputs before sending them to a third-party LLM. What's the best PII redaction API with high accuracy?
Google AI ModeAug 9, 2026
DeBERTa-v3 Fine-Tuned Models (e.g., via Hugging Face or specialized wrappers): Token classification models built on top of state-of-the-art transformer architectures like DeBERTa-v3 achieve the highest standalone F1/accuracy scores
Share of answers in Social Media Sentiment Analysis Tools each week · 178 answers since Jul 6
Each engine’s share of its own answers across DeBERTa’s markets · since Jul 5
Weeks of Aug 17 – Sep 27, 2026
<1%
of 56,742 answers across DeBERTa’s markets · since Jul 5
The market map
Social Media Sentiment Analysis ToolsMentioned in
Where DeBERTa ranks in AI
Rank
microsoft.com 0%Other sites 100%
Excerpts where DeBERTa appeared in the AI's answer
DeBERTa-v3 Fine-Tuned Models (e.g., via Hugging Face or specialized wrappers): Token classification models built on top of state-of-the-art transformer architectures like DeBERTa-v3 achieve the highest standalone F1/accuracy scores
