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Datasets:
SakanaAI
/
ALE-Bench

Tasks:
Image-Text-to-Text
Reinforcement Learning
Text Generation
Modalities:
Image
Text
Languages:
English
Japanese
Size:
n<1K
ArXiv:
Tags:
image
text
License:
Dataset card Files
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Files changed (46) hide show
  1. .gitattributes +59 -0
  2. README.md +51 -0
  3. ahc001.zip +3 -0
  4. ahc002.zip +3 -0
  5. ahc003.zip +3 -0
  6. ahc004.zip +3 -0
  7. ahc005.zip +3 -0
  8. ahc006.zip +3 -0
  9. ahc007.zip +3 -0
  10. ahc008.zip +3 -0
  11. ahc009.zip +3 -0
  12. ahc010.zip +3 -0
  13. ahc011.zip +3 -0
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  16. ahc015.zip +3 -0
  17. ahc016.zip +3 -0
  18. ahc017.zip +3 -0
  19. ahc019.zip +3 -0
  20. ahc020.zip +3 -0
  21. ahc021.zip +3 -0
  22. ahc024.zip +3 -0
  23. ahc025.zip +3 -0
  24. ahc026.zip +3 -0
  25. ahc027.zip +3 -0
  26. ahc028.zip +3 -0
  27. ahc030.zip +3 -0
  28. ahc031.zip +3 -0
  29. ahc032.zip +3 -0
  30. ahc033.zip +3 -0
  31. ahc034.zip +3 -0
  32. ahc035.zip +3 -0
  33. ahc038.zip +3 -0
  34. ahc039.zip +3 -0
  35. ahc040.zip +3 -0
  36. ahc041.zip +3 -0
  37. ahc042.zip +3 -0
  38. ahc044.zip +3 -0
  39. ahc045.zip +3 -0
  40. ahc046.zip +3 -0
  41. future-contest-2022-qual.zip +3 -0
  42. problem_ids.txt +40 -0
  43. problem_ids_lite.txt +10 -0
  44. ranking.csv +0 -0
  45. schedule.csv +50 -0
  46. toyota2023summer-final.zip +3 -0
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README.md ADDED
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1
+ ---
2
+ language:
3
+ - en
4
+ - ja
5
+ license: cc-by-nd-4.0
6
+ pretty_name: ALE-Bench
7
+ size_categories:
8
+ - n<1K
9
+ tags:
10
+ - image
11
+ - text
12
+ task_categories:
13
+ - image-text-to-text
14
+ - reinforcement-learning
15
+ - text-generation
16
+ - visual-question-answering
17
+ ---
18
+
19
+ # ALE-Bench
20
+
21
+ ## Dataset Description
22
+
23
+ **ALE-Bench** is a benchmark for evaluating AI systems on score-based algorithmic programming contests.
24
+
25
+ This dataset is **officially provided by [AtCoder Inc.](https://atcoder.jp/company?lang=en)**.
26
+ Please be sure to check the "License" section below.
27
+
28
+ ## Usage
29
+
30
+ [Our Python library](https://github.com/SakanaAI/ALE-Bench) automatically downloads the data from this repository.
31
+
32
+ ```python
33
+ import ale_bench
34
+
35
+ ale_bench_session = ale_bench.start("ahc001")
36
+ ```
37
+
38
+ ## License
39
+
40
+ [Creative Commons Attribution-NoDerivatives 4.0 International](https://creativecommons.org/licenses/by-nd/4.0/)
41
+
42
+ ## Citation
43
+
44
+ ```bibtex
45
+ @misc{imajuku2025ale-bench,
46
+ title = {{ALE-Bench}: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering},
47
+ author = {Imajuku, Yuki and Horie, Kohki and Iwata, Yoichi and Aoki, Kensho and Takahashi, Naohiro and Akiba, Takuya},
48
+ howpublished = {\url{https://github.com/SakanaAI/ALE-Bench}},
49
+ year = {2025}
50
+ }
51
+ ```
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