HSCO-Bench is the first end-to-end benchmark for LLM agents performing hardware-software co-design of heterogeneous SoCs, where only two of five frontier models produced valid FPGA prototypes that underutilized available hardware resources.
The exact check and its threshold are workload- specific - look at what ‘systest.c‘ reports at the end of a run
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HSCO-Bench: An Agent-Driven End-to-End Hardware-Software Co-design Benchmark for Systems-on-Chip
HSCO-Bench is the first end-to-end benchmark for LLM agents performing hardware-software co-design of heterogeneous SoCs, where only two of five frontier models produced valid FPGA prototypes that underutilized available hardware resources.