content.raw: # 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
content.type: text
content.value: # 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
content.type: new_line
content.type: new_line
content.raw: SE Arena is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
content.type: text
content.value: SE Arena is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
content.type: new_line
content.type: new_line
content.raw: ## What makes it unique?
content.type: text
content.value: ## What makes it unique?
content.type: new_line
content.type: new_line
content.raw: - RepoChat: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
content.type: text
content.value: - RepoChat: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
content.type: new_line
content.raw: - Multi-round interactions: Tests models through iterative workflows, not just single prompts
content.type: text
content.value: - Multi-round interactions: Tests models through iterative workflows, not just single prompts
content.type: new_line
content.raw: - Novel metrics: Includes a "model consistency score" that measures model determinism through self-play matches and "conversation efficiency index" that evaluates model performance while accounting for the number of interaction rounds required to reach conclusions.
content.type: text
content.value: - Novel metrics: Includes a "model consistency score" that measures model determinism through self-play matches and "conversation efficiency index" that evaluates model performance while accounting for the number of interaction rounds required to reach conclusions.
content.type: new_line
content.type: new_line
content.raw: Try it now: 
content.type: text
content.value: Try it now: 
content.raw: https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
content.id: SE-Arena/Software-Engineering-Arena
content.type: space
content.type: resource
content.url: https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
content.type: new_line
content.type: new_line
content.raw: ## Why it matters
content.type: text
content.value: ## Why it matters
content.type: new_line
content.type: new_line
content.raw: Traditional evaluation frameworks don't capture how developers actually use models in their daily work. SE Arena creates a testing environment that mirrors real engineering workflows, helping you choose the right model for your specific software development needs.
content.type: text
content.value: Traditional evaluation frameworks don't capture how developers actually use models in their daily work. SE Arena creates a testing environment that mirrors real engineering workflows, helping you choose the right model for your specific software development needs.
content.type: new_line
content.type: new_line
content.raw: From debugging to requirement refinement, see which models truly excel at software engineering tasks!
content.type: text
content.value: From debugging to requirement refinement, see which models truly excel at software engineering tasks!
rawContent: # 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
  
  SE Arena is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
  
  ## What makes it unique?
  
  - RepoChat: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
  - Multi-round interactions: Tests models through iterative workflows, not just single prompts
  - Novel metrics: Includes a "model consistency score" that measures model determinism through self-play matches and "conversation efficiency index" that evaluates model performance while accounting for the number of interaction rounds required to reach conclusions.
  
  Try it now: https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
  
  ## Why it matters
  
  Traditional evaluation frameworks don't capture how developers actually use models in their daily work. SE Arena creates a testing environment that mirrors real engineering workflows, helping you choose the right model for your specific software development needs.
  
  From debugging to requirement refinement, see which models truly excel at software engineering tasks!
reactions.reaction: 🚀
reactions.users: zhiminy John6666 tanharith NebulaCraftr
reactions.reaction: 🤗
reactions.users: zhiminy
reactions.reaction: 🔥
reactions.users: zhiminy
reactions.reaction: 👀
reactions.users: zhiminy
reactions.reaction: ❤️
reactions.users: zhiminy
reactions.reaction: 🤯
reactions.users: zhiminy
reactions.reaction: 👍
reactions.users: zhiminy
reactions.reaction: ➕
reactions.users: zhiminy
reactions.reaction: 🧠
reactions.users: zhiminy