Data Labeling.
Evolved.

Datasaur is the leading NLP data labeling platform, with annotation, collaboration, and automation at its core.

NLP tools comparison

Features
Datasaur
Snorkel
Prodi.gy
Labelbox
Label Studio
FUNCTIONALITY
Entity recognition
Sentiment analysis
Relation annotation
-
OCR projects
-
Bounding boxes
-
OCR conflicts management
-
-
-
-
Audio
Flexible metadata extension
-
-
-
-
Programmatic labeling
-
-
API for import/export
-
For enterprise
Details exported files
-
-
Partial
-
LLM labeling/RLHF finetuning
-
-
LABELING EXPERIENCE
Keyboard shortcuts
-
Review interface for QA & conflict management
-
-
Partial
For enterprise
Project comments/feedback
-
-
For enterprise
Customizable labeling interface
-
-
-
ANALYTICS
Inter-annotator agreement
-
Dashboard & analytics
For enterprise
Labeler progress monitoring
-
-
For enterprise
Downloadable team report
-
-
For enterprise
ASSISTED LABELING
ML model generation
For enterprise
Labeling automation
Pre-annotation labeling
OpenAI integration
-
-
-
-
DEPLOYMENT
Self-hosted installation
INTEGRATION
External storage integration
OTHERS
Academic program
Functionality
Labeling experience
Analytics
Assisted labeling
General
Datasaur
Snorkle
Prodi.gy
Label Studio
Labelbox
Entity Recognition
Sentiment analysis
Relation annotation
OCR projects
Bounding boxes
OCR conflicts management
Audio
Flexible metadata extension
Programmatic labeling
API for import/export
For Enterprise
Details exported files
Partial
LLM Labeling/RLHF Finetuning
Datasaur
Snorkle
Prodi.gy
Label Studio
Labelbox
Customizable labeling interface
Keyboard shortcuts
Review interface for QA & conflict management
Partial
For Enterprise
Project comments/feedback
For Enterprise
Datasaur
Snorkle
Prodi.gy
Label Studio
Labelbox
Inter-annotator agreement
Dashboard & analytics
For Enterprise
Labeler progress monitoring
For Enterprise
Downloadable team report
For Enterprise
Datasaur
Snorkle
Prodi.gy
Label Studio
Labelbox
ML model generation
For Enterprise
Labeling automation
Pre-annotation labeling
OpenAI integration
Datasaur
Snorkle
Prodi.gy
Label Studio
Labelbox
Self-hosted installation
External storage integration
Academic program

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