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46 changes: 22 additions & 24 deletions docs/leaderboard.md
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<div align="center" markdown="1">

# SciCode Leaderboard

| Models | Main Problem Resolve Rate | <span style="color:grey">Subproblem</span> |
|--------------------------|-------------------------------------|-------------------------------------|
| 🥇 OpenAI o3-mini-low | <div align="center">**10.8**</div> | <div align="center" style="color:grey">33.3</div> |
| 🥈 OpenAI o3-mini-high | <div align="center">**9.2**</div> | <div align="center" style="color:grey">34.4</div> |
| 🥉 OpenAI o3-mini-medium | <div align="center">**9.2**</div> | <div align="center" style="color:grey">33.0</div> |
| OpenAI o1-preview | <div align="center">**7.7**</div> | <div align="center" style="color:grey">28.5</div> |
| Deepseek-R1 | <div align="center">**4.6**</div> | <div align="center" style="color:grey">28.5</div> |
| Claude3.5-Sonnet | <div align="center">**4.6**</div> | <div align="center" style="color:grey">26.0</div> |
| Claude3.5-Sonnet (new) | <div align="center">**4.6**</div> | <div align="center" style="color:grey">25.3</div> |
| Deepseek-v3 | <div align="center">**3.1**</div> | <div align="center" style="color:grey">23.7</div> |
| Deepseek-Coder-v2 | <div align="center">**3.1**</div> | <div align="center" style="color:grey">21.2</div> |
| GPT-4o | <div align="center">**1.5**</div> | <div align="center" style="color:grey">25.0</div> |
| GPT-4-Turbo | <div align="center">**1.5**</div> | <div align="center" style="color:grey">22.9</div> |
| OpenAI o1-mini | <div align="center">**1.5**</div> | <div align="center" style="color:grey">22.2</div> |
| Gemini 1.5 Pro | <div align="center">**1.5**</div> | <div align="center" style="color:grey">21.9</div> |
| Claude3-Opus | <div align="center">**1.5**</div> | <div align="center" style="color:grey">21.5</div> |
| Llama-3.1-405B-Chat | <div align="center">**1.5**</div> | <div align="center" style="color:grey">19.8</div> |
| Claude3-Sonnet | <div align="center">**1.5**</div> | <div align="center" style="color:grey">17.0</div> |
| Qwen2-72B-Instruct | <div align="center">**1.5**</div> | <div align="center" style="color:grey">17.0</div> |
| Llama-3.1-70B-Chat | <div align="center">**0.0**</div> | <div align="center" style="color:grey">17.0</div> |
| Mixtral-8x22B-Instruct | <div align="center">**0.0**</div> | <div align="center" style="color:grey">16.3</div> |
| Llama-3-70B-Chat | <div align="center">**0.0**</div> | <div align="center" style="color:grey">14.6</div> |
| Models | Main Problem Resolve Rate | <span style="color:grey">Subproblem</span> |
|--------------------------|:-------------------------:|:--------------------------------------------:|
| 🥇 OpenAI o3-mini-low | **10.8** | <span style="color:grey">33.3</span> |
| 🥈 OpenAI o3-mini-high | **9.2** | <span style="color:grey">34.4</span> |
| 🥉 OpenAI o3-mini-medium | **9.2** | <span style="color:grey">33.0</span> |
| OpenAI o1-preview | **7.7** | <span style="color:grey">28.5</span> |
| Deepseek-R1 | **4.6** | <span style="color:grey">28.5</span> |
| Claude3.5-Sonnet | **4.6** | <span style="color:grey">26.0</span> |
| Claude3.5-Sonnet (new) | **4.6** | <span style="color:grey">25.3</span> |
| Deepseek-v3 | **3.1** | <span style="color:grey">23.7</span> |
| Deepseek-Coder-v2 | **3.1** | <span style="color:grey">21.2</span> |
| GPT-4o | **1.5** | <span style="color:grey">25.0</span> |
| GPT-4-Turbo | **1.5** | <span style="color:grey">22.9</span> |
| OpenAI o1-mini | **1.5** | <span style="color:grey">22.2</span> |
| Gemini 1.5 Pro | **1.5** | <span style="color:grey">21.9</span> |
| Claude3-Opus | **1.5** | <span style="color:grey">21.5</span> |
| Llama-3.1-405B-Chat | **1.5** | <span style="color:grey">19.8</span> |
| Claude3-Sonnet | **1.5** | <span style="color:grey">17.0</span> |
| Qwen2-72B-Instruct | **1.5** | <span style="color:grey">17.0</span> |
| Llama-3.1-70B-Chat | **0.0** | <span style="color:grey">17.0</span> |
| Mixtral-8x22B-Instruct | **0.0** | <span style="color:grey">16.3</span> |
| Llama-3-70B-Chat | **0.0** | <span style="color:grey">14.6</span> |

**Note: If the models tie in the Main Problem resolve rate, we will then compare the Subproblems.**

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