| # Agent Olympiad — team competition benchmark suite |
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| Last updated: 2026-07-22 |
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| **Multi-agent / team contests only.** Solo Origin=1 packs (AIME, OlympicArena, HealthBench, HLE, …) were removed from this folder. |
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| Canonical trackers: [`from_zhongzheng/README.md`](../agent-olympiad/from_zhongzheng/README.md) · [`olympiad/README.md`](../agent-olympiad/from_zhongzheng/olympiad/README.md) · [`art/README.md`](../agent-olympiad/from_zhongzheng/art/README.md). |
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| **Grading** |
| - **RULE** — exact/normalized match, hidden tests, flags |
| - **RUBRIC** — open deliverable scored by rubric / jury / calibrated LLM judges |
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| --- |
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| ## Summary |
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| | Datasets | Rule-based | Rubric / hybrid | |
| |:--------:|:----------:|:---------------:| |
| | **24** | **9** | **15** | |
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| | Domain | Datasets | |
| |--------|:--------:| |
| | [Programming & CTF](#1-programming--ctf) | 3 | |
| | [AI olympiad](#2-ai-olympiad) | 1 | |
| | [Math modeling & proofs](#3-math-modeling--proofs) | 2 | |
| | [Lab / chemistry / astronomy / linguistics](#4-lab--chemistry--astronomy--linguistics) | 4 | |
| | [Business, law, ethics, debate](#5-business-law-ethics-debate) | 8 | |
| | [History, writing, quiz, puzzle, ARC](#6-history-writing-quiz-puzzle-arc) | 6 | |
| | **Total** | **24** | |
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| --- |
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| ## 1. Programming & CTF |
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| ### `CodeContests` — ICPC-style (AlphaCode) · RULE ✅ |
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| | **Questions** | **13,610** (train 13,328 · valid 117 · test 165) | |
| | **Team** | Origin **3** · shared machine + penalty | |
| | **Data** | `CodeContests/` (~7.6 GB) | |
| | **Link** | [HF deepmind/code_contests](https://huggingface.co/datasets/deepmind/code_contests) | |
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| ### `NYU_CTF_Bench` — CSAW CTF · RULE ✅ |
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| | **Questions** | 200 across 6 categories | |
| | **Team** | Origin **4–6** | |
| | **Data** | `NYU_CTF_Bench/` | |
| | **Link** | [NYU-LLM-CTF/NYU_CTF_Bench](https://github.com/NYU-LLM-CTF/NYU_CTF_Bench) | |
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| ### `Cybench` — professional CTF · RULE ✅ |
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| | **Questions** | **40** challenge packs | |
| | **Team** | Origin **4–6** | |
| | **Data** | `Cybench/benchmark/` | |
| | **Link** | [andyzorigin/cybench](https://github.com/andyzorigin/cybench) | |
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| --- |
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| ## 2. AI olympiad |
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| ### `IOAI` — International Olympiad in AI · RULE + RUBRIC ✅ |
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| | **Questions** | **17** tasks (2024–2026) | |
| | **Team** | Individual + **Team Challenge** (Rec 3–5) | |
| | **Data** | `IOAI/` — see local `README.md` | |
| | **Link** | [IOAI-official](https://ioai-official.org/resources/) | |
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| --- |
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| ## 3. Math modeling & proofs |
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| ### `modeling_agent` — HiMCM / MCM / ICM / IM2C / MidMCM · RUBRIC ✅ |
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| | **Questions** | 68 | |
| | **Team** | Origin **3–4** | |
| | **Data** | `modeling_agent/modeling_data_final.json` | |
| | **Link** | [COMAP](https://www.comap.com/contests) | |
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| ### `PUMaC_Power` — PUMaC Power Round · RUBRIC ✅ |
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| | **Questions** | ~19 Power packets (2007–2025) | |
| | **Team** | Origin **8** | |
| | **Data** | `PUMaC_Power/` | |
| | **Link** | [PUMaC Archives](https://jason-shi-f9dm.squarespace.com/archives) | |
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| --- |
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| ## 4. Lab / chemistry / astronomy / linguistics |
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| ### `EOES` — EOES / EUSO · RUBRIC ✅ |
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| | **Questions** | **2 exp/year** · ~90 PDFs / ~172 MB | |
| | **Team** | Origin **3** | |
| | **Data** | `EOES/` — see `INVENTORY.md` | |
| | **Link** | [eoes.science](https://www.eoes.science/Previous%20olympiads/previous.html) | |
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| ### `IChTo` — International Chemistry Tournament · RUBRIC ✅ |
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| | **Questions** | **106** · 9 sets | |
| | **Team** | Origin **3+** (Reporter / Opponent / Reviewer) | |
| | **Data** | `IChTo/` | |
| | **Link** | [ichto.org](http://ichto.org/en/problems/) | |
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| ### `IOAA` — Astronomy & Astrophysics (incl. Group) · RULE ✅ |
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| | **Questions** | ~174–176 PDFs; 16 Group/Team packets | |
| | **Team** | Individual + **Group 5** | |
| | **Data** | `IOAA/` | |
| | **Link** | [ioaastrophysics.org](https://ioaastrophysics.org/resources/problems-from-past-ioaa) | |
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| ### `IOL` — International Linguistics Olympiad · RULE ✅ |
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| | **Questions** | **130** source · 555 HF records | |
| | **Team** | Individual + **Team Contest 4** | |
| | **Data** | `IOL/` | |
| | **Link** | [ioling.org](https://ioling.org/problems/by_year/) · [HF agurung/ioling](https://huggingface.co/datasets/agurung/ioling) | |
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| ## 5. Business, law, ethics, debate |
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| ### `gcch_harvard` · RUBRIC ✅ |
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| | **Questions** | 7 cases | |
| | **Team** | Origin **2–5** | |
| | **Data** | `gcch_harvard/` | |
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| ### `cfa_research_challenge` · RUBRIC ✅ |
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| | **Questions** | **19** inferred tasks + champion reports | |
| | **Team** | Origin **3–5** | |
| | **Data** | `cfa_research_challenge/` — `tasks.json` + PDFs | |
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| ### `wharton_investment` · RULE + RUBRIC ✅ |
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| | **Questions** | 4 cases | |
| | **Team** | Origin **4–7** | |
| | **Data** | `wharton_investment/` | |
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| ### `IEO` — International Economics Olympiad · RULE + RUBRIC ✅ |
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| | **Questions** | economics + **team business case** PDFs | |
| | **Team** | Case Rec **3–5** | |
| | **Data** | `IEO/` | |
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| ### `vis_moot` · RUBRIC ✅ |
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| | **Questions** | 7 Problems | |
| | **Team** | Origin **2–8** | |
| | **Data** | `vis_moot/` | |
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| ### `ethics_bowl_appe` / `ethics_bowl_nhseb` · RUBRIC ✅ |
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| | **Questions** | ~140 APPE cases · 15 NHSEB cases | |
| | **Team** | APPE **5** · NHSEB **3–7** | |
| | **Data** | `ethics_bowl_appe/` · `ethics_bowl_nhseb/` | |
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| ### `debatebench` · RUBRIC ✅ |
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| | **Questions** | 360 scored speeches / 45 debates | |
| | **Team** | Origin **8** (4×2) | |
| | **Data** | `debatebench/` | |
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| --- |
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| ## 6. History, writing, quiz, puzzle, ARC |
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| ### `History_Olympiad` · RULE + RUBRIC ✅ |
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| | **Questions** | ~90 PDFs (6 editions) | |
| | **Team** | Bee + **Bowl team** | |
| | **Data** | `History_Olympiad/` | |
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| ### `WSC_Writing` · RUBRIC ✅ |
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| | **Questions** | **42** guiding Qs | |
| | **Team** | Origin **3** | |
| | **Data** | `WSC_Writing/` | |
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| ### `science_bowl` · RULE ✅ |
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| | **Questions** | **~23,691** | |
| | **Team** | 4 + alternate | |
| | **Data** | `science_bowl/` | |
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| ### `qanta` · RULE ✅ |
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| | **Questions** | ~100,000 | |
| | **Team** | 4 | |
| | **Data** | `qanta/` | |
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| ### `MIT_Mystery_Hunt` · RULE ✅ |
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| | **Questions** | **4,202** keyed answers | |
| | **Team** | Origin **5–150** · Rec 8–20 | |
| | **Data** | `MIT_Mystery_Hunt/` | |
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| ### `ARC-AGI-2` · RULE ✅ |
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| | **Questions** | 1,000 train + 120 eval | |
| | **Team** | ARC Prize **team** format | |
| | **Data** | `ARC-AGI-2/` | |
| | **Link** | [arcprize/ARC-AGI-2](https://github.com/arcprize/ARC-AGI-2) | |
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| --- |
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| ## Downloading |
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| ```bash |
| hf download deepmind/code_contests --repo-type dataset --local-dir benchmark/CodeContests |
| hf download IOAI-official/IOAI2025 --repo-type dataset --local-dir benchmark/IOAI/IOAI2025 |
| hf download agurung/ioling --repo-type dataset --local-dir benchmark/IOL/ioling_hf |
| git clone --depth 1 https://github.com/dgulotta/mh_answers.git benchmark/MIT_Mystery_Hunt/mh_answers |
| git clone --depth 1 https://github.com/arcprize/ARC-AGI-2.git benchmark/ARC-AGI-2 |
| # CTF / PDF olympiads: see from_zhongzheng/olympiad deep-dive cards |
| ``` |
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