BestOf 2023 · 1
0.803 RMSE
Updated 02 October 2026 · 05:06 CESTDaily run around 05:00 · Paris time
Podium
Lowest RMSE wins. Student groups and professor references compete together.
BestOf 2025 · 1
0.816 RMSE
BestOf 2025 · 2
0.830 RMSE
Daily progress
RMSE over time · lower is better. Dots are daily evaluations, not GitHub activity. Failed runs leave gaps; no submission means no point.
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Results
Scores use hidden evaluation ratings; the input contains train + test. Accuracy is the percentage of exactly predicted ratings. These measurements support your analysis; code itself is not graded.
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| Rank | Status | Source | ||||
|---|---|---|---|---|---|---|
| — |   Group 42026 group | — | — | — | Error dependencies: RuntimeError: Process exited with code 1. Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu ERROR: Could not find a version that satisfies the requirement torch==2.0.1 (from versions: 2.5.0, 2.5.0+cpu, 2.5.1, 2.5.1+cpu, 2.6.0, 2.6.0+cpu, 2.7.0, 2.7.0+cpu, 2.7.1, 2.7.1+cpu, 2.8.0, 2.8.0+cpu, 2.9.0, 2.9.0+cpu, 2.9.1, 2.9.1+cpu, 2.10.0, 2.10.0+cpu, 2.11.0, 2.11.0+cpu, 2.12.0, 2.12.0+cpu, 2.12.1, 2.12.1+cpu, 2.13.0, 2.13.0+cpu, 2.14.0, 2.14.0+cpu, 2.14.1, 2.14.1+cpu) ERROR: No matching distribution found for torch==2.0.1 | Repositoryac3a461c |
| — |  altf42026 group | — | — | — | Error dependencies: RuntimeError: Process exited with code 1. Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu ERROR: Could not find a version that satisfies the requirement torch==2.0.1 (from versions: 2.5.0, 2.5.0+cpu, 2.5.1, 2.5.1+cpu, 2.6.0, 2.6.0+cpu, 2.7.0, 2.7.0+cpu, 2.7.1, 2.7.1+cpu, 2.8.0, 2.8.0+cpu, 2.9.0, 2.9.0+cpu, 2.9.1, 2.9.1+cpu, 2.10.0, 2.10.0+cpu, 2.11.0, 2.11.0+cpu, 2.12.0, 2.12.0+cpu, 2.12.1, 2.12.1+cpu, 2.13.0, 2.13.0+cpu, 2.14.0, 2.14.0+cpu, 2.14.1, 2.14.1+cpu) ERROR: No matching distribution found for torch==2.0.1 | Repository4bb6f07e |
| — |  blue2026 group | — | — | — | Error dependencies: RuntimeError: Process exited with code 1. Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu ERROR: Could not find a version that satisfies the requirement torch==2.0.1 (from versions: 2.5.0, 2.5.0+cpu, 2.5.1, 2.5.1+cpu, 2.6.0, 2.6.0+cpu, 2.7.0, 2.7.0+cpu, 2.7.1, 2.7.1+cpu, 2.8.0, 2.8.0+cpu, 2.9.0, 2.9.0+cpu, 2.9.1, 2.9.1+cpu, 2.10.0, 2.10.0+cpu, 2.11.0, 2.11.0+cpu, 2.12.0, 2.12.0+cpu, 2.12.1, 2.12.1+cpu, 2.13.0, 2.13.0+cpu, 2.14.0, 2.14.0+cpu, 2.14.1, 2.14.1+cpu) ERROR: No matching distribution found for torch==2.0.1 | Repository32df45a8 |
| — |  data-doodlers2026 group | — | — | — | Error dependencies: RuntimeError: Process exited with code 1. Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu ERROR: Could not find a version that satisfies the requirement torch==2.0.1 (from versions: 2.5.0, 2.5.0+cpu, 2.5.1, 2.5.1+cpu, 2.6.0, 2.6.0+cpu, 2.7.0, 2.7.0+cpu, 2.7.1, 2.7.1+cpu, 2.8.0, 2.8.0+cpu, 2.9.0, 2.9.0+cpu, 2.9.1, 2.9.1+cpu, 2.10.0, 2.10.0+cpu, 2.11.0, 2.11.0+cpu, 2.12.0, 2.12.0+cpu, 2.12.1, 2.12.1+cpu, 2.13.0, 2.13.0+cpu, 2.14.0, 2.14.0+cpu, 2.14.1, 2.14.1+cpu) ERROR: No matching distribution found for torch==2.0.1 | Repository831934c0 |
| — |  force-push2026 group | — | — | — | Error dependencies: RuntimeError: Process exited with code 1. Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu ERROR: Could not find a version that satisfies the requirement torch==2.0.1 (from versions: 2.5.0, 2.5.0+cpu, 2.5.1, 2.5.1+cpu, 2.6.0, 2.6.0+cpu, 2.7.0, 2.7.0+cpu, 2.7.1, 2.7.1+cpu, 2.8.0, 2.8.0+cpu, 2.9.0, 2.9.0+cpu, 2.9.1, 2.9.1+cpu, 2.10.0, 2.10.0+cpu, 2.11.0, 2.11.0+cpu, 2.12.0, 2.12.0+cpu, 2.12.1, 2.12.1+cpu, 2.13.0, 2.13.0+cpu, 2.14.0, 2.14.0+cpu, 2.14.1, 2.14.1+cpu) ERROR: No matching distribution found for torch==2.0.1 | Repository4a40eaee |
| — |  ocaml2026 group | — | — | — | Error dependencies: RuntimeError: Process exited with code 1. Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu ERROR: Could not find a version that satisfies the requirement torch==2.0.1 (from versions: 2.5.0, 2.5.0+cpu, 2.5.1, 2.5.1+cpu, 2.6.0, 2.6.0+cpu, 2.7.0, 2.7.0+cpu, 2.7.1, 2.7.1+cpu, 2.8.0, 2.8.0+cpu, 2.9.0, 2.9.0+cpu, 2.9.1, 2.9.1+cpu, 2.10.0, 2.10.0+cpu, 2.11.0, 2.11.0+cpu, 2.12.0, 2.12.0+cpu, 2.12.1, 2.12.1+cpu, 2.13.0, 2.13.0+cpu, 2.14.0, 2.14.0+cpu, 2.14.1, 2.14.1+cpu) ERROR: No matching distribution found for torch==2.0.1 | Repositoryf136826b |
| 1 | BestOf 2023 · 1Reference | 0.803 | 0.00 | 41.58 | Success | Frozen reference8b6fb772 |
| 2 | BestOf 2025 · 1Reference | 0.816 | 0.00 | 96.71 | Success | Frozen referenceab53d900 |
| 3 | BestOf 2025 · 2Reference | 0.830 | 0.02 | 4.88 | Success | Frozen reference55d5e886 |
| 4 | BestOf 2024 · 1Reference | 0.854 | 0.00 | 153.39 | Success | Frozen reference1204cccc |
| 5 | BestOf 2023 · 2Reference | 0.860 | 26.13 | 97.67 | Success | Frozen reference2fa4d93a |
| 6 | BestOf 2024 · 2Reference | 0.866 | 25.27 | 41.83 | Success | Frozen reference7869cd93 |
| 7 | averageReference | 1.037 | 0.00 | 0.87 | Success | Frozen reference |
| 8 | randomReference | 1.840 | 13.76 | 0.92 | Success | Frozen reference |
No matching group.
BestOf references are preserved benchmarks from previous years. Their current scores are recomputed with this platform; archived scores remain in the history.
Run 20261002T030001Z · Execution limit: 1200 s per group. Student runs: 4 CPU threads · 12 GiB host memory · CPU only. Historical references use one A40 GPU when required. Dependency installation time is not included in the reported execution time.