# Anote - Model Leaderboard

- **Event:** [GPT-5 Startup Hackathon NYC](https://cerebralvalley.ai/e/gpt5-nyc)
- **When:** Sep 27 at 9:00 AM – Sep 28 at 5:00 PM (EDT)
- **Where:** The Malin Flatiron, New York, NY
- **Team:** [Natan Vidra](https://cerebralvalley.ai/u/nvidra)
- **GitHub:** https://github.com/anote-ai/Leaderboard
- **Demo video:** https://www.loom.com/share/fdc18755782a40d38272d786b91c8e6f?sid=f0ed090f-2ba1-45be-aafc-27795162aac6
- **Gallery:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/3

The Anote Model Leaderboard is a public API-driven benchmarking platform for evaluating large language models (LLMs) across diverse task types. It solves the problem of fragmented, slow, and manual model evaluation by providing a scalable, transparent, and community-driven system where new datasets and model submissions can be added programmatically.

The platform supports multiple task categories including:

Text Classification

Named Entity Recognition (NER)

Document-level Q&A (chatbot)

Line-level Q&A (prompting)

Researchers and enterprises can benchmark zero-shot, fine-tuned, and supervised models. This ensures fair comparison of models, and encourages reproducibility through standardized evaluation metrics.

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Markdown version of https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/3. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt