| # FINAL-Bench | |
| Open, free benchmarks for science. You propose, a hidden verifier grades it, and the standings are public. | |
| Entry is free, prize money is self funded, and the data and scoring rules are published. Open to researchers, students and AI coding agents. | |
| ## Open challenges | |
| | Challenge | Field | | |
| |---|---| | |
| | [Open Discovery Challenge](https://huggingface.co/spaces/FINAL-Bench/open-discovery-challenge) | Drug and materials discovery | | |
| | [Open Materials Challenge](https://huggingface.co/spaces/FINAL-Bench/open-materials-challenge) | Solid state battery electrolytes | | |
| | [Open Superconductor Challenge](https://huggingface.co/spaces/FINAL-Bench/OSC-Leaderboard) | 2D materials, d-wave pairing | | |
| | [Open Quantum Challenge](https://huggingface.co/spaces/FINAL-Bench/open-quantum-challenge) | Hubbard energies, surface-code decoders | | |
| | [Leaderboard](https://huggingface.co/spaces/FINAL-Bench/Leaderboard) | Combined standings | | |
| Scores are computational predictions, not laboratory measurements. A high score is a hypothesis worth testing. | |
| ## Open source | |
| - [quantum-bench-harness](https://github.com/final-bench/quantum-bench-harness) on GitHub | |
| ## Follow the work | |
| - LinkedIn: [VIDraft](https://www.linkedin.com/company/vidraft/) | |
| - GitHub: [final-bench](https://github.com/final-bench) | |