SuperCLUE November 2026: Category Leaders and the Full 19-Model Score Ranking
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AI & ML interests
Contact: arxivgpt@gmail.com
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Organization Card
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.
POCKET: large models on your own device
Our POCKET models run 26B to 180B class models on a PC or laptop without a GPU, with stock llama.cpp. Measured on Hugging Face on 1 November 2026: 1,113,164 downloads in the last 30 days, 3,154,913 in total.
| Model | Last 30 days | Total |
|---|---|---|
| POCKET-35B-GGUF | 526,862 | 1,948,924 |
| POCKET-Darwin-180B-GGUF | 343,743 | 343,743 |
| POCKET-26B-GGUF | 242,559 | 862,246 |
Open challenges
| Challenge | Field |
|---|---|
| Open Discovery Challenge | Drug and materials discovery |
| Open Materials Challenge | Solid state battery electrolytes |
| Open Superconductor Challenge | 2D materials, d-wave pairing |
| Open Quantum Challenge | Hubbard energies, surface-code decoders |
| Leaderboard | Combined standings |
Scores are computational predictions, not laboratory measurements. A high score is a hypothesis worth testing.
Recognition
ModelScope, the Alibaba and CCF platform, certified FINAL-Bench as a Research Institution (研究机构). Maeil Business Newspaper reported it as the only Korean organization to hold that certification. The badge is granted by platform review of an organization's character and technical reliability, independent of download counts.
Open source
- quantum-bench-harness on GitHub
Follow the work
- LinkedIn: VIDraft
- GitHub: final-bench
spaces 48
pinned
Running
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OSC Open Superconductor Challenge
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Estimate and submit d‑wave pairing scores for materials
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43
FINCHAL Financial Forecasting Challenge
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AI vs human trading contest. $2,000. NVDA, BTC, gold, oil
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Running
39
ViKernel Desktop
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Weight-Native OS with a kill switch inside the model
pinned
Running
84
Open Discovery Challenge
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Neglected-disease drug leaderboard for AI-designed molecules
pinned
Running
37
ONGRID
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Ontology·Graph·Decision engine with zero-token ZTC verify
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Featured
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POCKET-26B vs Bonsai · CPU (Gemma4-based)
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BONSAI vs POCKET — 26B Gemma4 MoE out-runs a 27B on CPU
models 86
FINAL-Bench/POCKET-Darwin-180B-GGUF
Text Generation • 177B • Updated • 424k • 70
FINAL-Bench/POCKET-26B-GGUF
Text Generation • 25B • Updated • 250k • 61
FINAL-Bench/POCKET-35B-GGUF
Text Generation • 35B • Updated • 540k • 90
FINAL-Bench/ZTC-Judge-4B
Text Classification • 5B • Updated • 140 • 41
FINAL-Bench/ZTC-Judge-9B
Text Classification • 10B • Updated • 166 • 39
FINAL-Bench/ZTC-Judge-27B
Text Classification • 28B • Updated • 118 • 50
FINAL-Bench/Darwin-27B-RSI-Decision
Text Classification • 26B • Updated • 187 • 2
FINAL-Bench/Darwin-60B-DUO
Text Generation • Updated • 351 • 44
FINAL-Bench/Darwin-218B-Delphi
Text Generation • 219B • Updated • 420 • 13
FINAL-Bench/Darwin-28B-REASON
Text Generation • 27B • Updated • 2.28k • 55
datasets 11
FINAL-Bench/OSC-Superconductor
Viewer • Updated • 6.94k • 7.95k • 39
FINAL-Bench/Darwin-27B-RSI-Decision-decision-index
Updated • 99
FINAL-Bench/oqc-data
Updated • 255 • 28
FINAL-Bench/Darwin-27B-ZTC-decision-index
Updated • 89
FINAL-Bench/Darwin-27B-JEV-decision-index
Updated • 59 • 1
FINAL-Bench/AX-RAY
Viewer • Updated • 117 • 201 • 47
FINAL-Bench/Aether-7B-5Attn-checkpoints
Updated • 98 • 32
FINAL-Bench/quantum-leaderboard-assets
Viewer • Updated • 2 • 64 • 1
FINAL-Bench/World-Model
Viewer • Updated • 100 • 680 • 57
FINAL-Bench/ALL-Bench-Leaderboard
Viewer • Updated • 90 • 931 • 26