# 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
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# 🚀 SE Arena: Evaluating Foundation Models for Software Engineering
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SE Arena is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
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SE Arena is the first open-source platform for evaluating foundation models in real-world software engineering workflows.
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## What makes it unique?
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## What makes it unique?
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- RepoChat: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
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- RepoChat: Automatically injects repository context (issues, commits, PRs) into conversations for more realistic evaluations
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- Multi-round interactions: Tests models through iterative workflows, not just single prompts
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- Multi-round interactions: Tests models through iterative workflows, not just single prompts
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- 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.
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- 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.
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Try it now: 
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Try it now: 
https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
SE-Arena/Software-Engineering-Arena
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https://huggingface.co/spaces/SE-Arena/Software-Engineering-Arena
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## Why it matters
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## Why it matters
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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.
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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.
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From debugging to requirement refinement, see which models truly excel at software engineering tasks!
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From debugging to requirement refinement, see which models truly excel at software engineering tasks!
# 🚀 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!
🚀
zhiminy John6666 tanharith NebulaCraftr
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