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cs.CL2026
PPTBench: Can Coding Agents Reconstruct the Visual World through Structured, Editable Slides
Xiaoqiu Wang, Yizhe Chi, Wenyi Li +7
Coding agents are increasingly moving beyond text-based software tasks to reconstruct visual targets through code. This capability, visual coding, requires agents to translate thei…
cs.CL2026
SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?
Deyao Hong, Yizhe Chi, Wenyi Li +7
Modern software systems accumulate technical debt over decades of development, which makes migration expensive and largely manual. As coding agents become increasingly capable at b…