BestOf 2023 · 1
0.803 RMSE
Updated 04 October 2026 · 05:21 CESTDaily run around 05:00 · Paris time
Podium
Lowest RMSE wins. Student groups and professor references compete together.
BestOf 2025 · 1
0.818 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.
No successful evaluations yet.
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 | ||||
|---|---|---|---|---|---|---|
| 4 |   rEcommeNderS2026 group | 0.849 | 0.12 | 85.68 | Success | Repository25b12cf6 |
| 8 |   The Outliers2026 group | 1.037 | 0.00 | 0.92 | Success | Repositoryc733a04d |
| — |    AKE2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repositorya09e9e19 |
| — |  AcceleratedAerodynamicsYaris2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository26054c73 |
| — |   BANs2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repositorybdf8eff3 |
| — |   Blocus2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository91aa458d |
| — |   DauDau2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository442853b5 |
| — |    Gengis GAN2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository8034cc77 |
| — |   Group 132026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository5a4ed2db |
| — |   Group 162026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository1183c8df |
| — |    Group 42026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repositoryd48e31df |
| — |  Le Groupe2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository6e657c73 |
| — |  Le groupe du fond : LiS2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository0066e73e |
| — |    OT dream team2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository7f980fd3 |
| — |   SnapCat2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repositoryd6123627 |
| — |  TinderCEOs2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repositorycfb76f62 |
| — |    altf42026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository59637eb5 |
| — |  blue2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository02666d3b |
| — |  data-doodlers2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository8294adc7 |
| — |  force-push2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository3460099f |
| — |  ocaml2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repository8ee26287 |
| — |  umap reborn2026 group | — | — | — | Error execution: RuntimeError: Process exited with code 1. Traceback (most recent call last): File "/work/generate.py", line 4, in <module> from tqdm import tqdm, trange ModuleNotFoundError: No module named 'tqdm' | Repositoryf3ead434 |
| 1 | BestOf 2023 · 1Reference | 0.803 | 0.00 | 41.77 | Success | Frozen reference8b6fb772 |
| 2 | BestOf 2025 · 1Reference | 0.818 | 0.00 | 93.57 | Success | Frozen referenceab53d900 |
| 3 | BestOf 2025 · 2Reference | 0.830 | 0.02 | 4.78 | Success | Frozen reference55d5e886 |
| 5 | BestOf 2024 · 1Reference | 0.854 | 0.00 | 152.88 | Success | Frozen reference1204cccc |
| 6 | BestOf 2023 · 2Reference | 0.860 | 26.10 | 101.87 | Success | Frozen reference2fa4d93a |
| 7 | BestOf 2024 · 2Reference | 0.866 | 25.15 | 42.93 | Success | Frozen reference7869cd93 |
| 9 | averageReference | 1.037 | 0.00 | 0.92 | Success | Frozen reference |
| 10 | randomReference | 1.831 | 14.28 | 1.08 | 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 20261004T030001Z · 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.