Cangjie-bench - Code Translation (ILA-agent): leaderboard
Metric: Accuracy (%; share of solutions passing all private unit tests; 165 TransCoder Java programs to translate into Cangjie; ILA-agent: the model explores the official Cangjie documentation and verifies code with the compiler through tools, at most 15 turns). Source: arxiv.org. Saturation forecast: Around December 2026. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 | 76.36 |
| 2 | Qwen 3 Max | 72.12 |
| 3 | DeepSeek V3.2 | 64.24 |
Interactive version: theaggregate.ai/benchmark?slug=cangjie-bench-code-translation-ila-agent · How It Works · Data refreshed daily, snapshot 2026-09-26.