Public articles linked to the same research event.
arXiv The authors harvested human-designed analog circuits from Tiny Tapeout open-source repositories at pinned submission revisions to build SGAnalog, a benchmark of 273 topologically distinct top-level designs with schematic-to-netlist transcription and device-sizing tasks; across seven models on 66 transcription tasks the strongest reaches 56.1% exact graph isomorphism, and on 17 sizing tasks the leading model converges on all proposals and scores 91.2 out of 100, with the two tasks producing different model rankings.
The authors harvested human-designed analog circuits from Tiny Tapeout open-source repositories at pinned submission revisions to build SGAnalog, a benchmark of 273 topologically distinct top-level designs with schematic-to-netlist transcription and device-sizing tasks; across seven models on 66 transcription tasks the strongest reaches 56.1% exact graph isomorphism, and on 17 sizing tasks the leading model converges on all proposals and scores 91.2 out of 100, with the two tasks producing different model rankings.
The authors harvested human-designed analog circuits from Tiny Tapeout open-source repositories at pinned submission revisions to build SGAnalog, a benchmark of 273 topologically distinct top-level designs with schematic-to-netlist transcription and device-sizing tasks; across seven models on 66 transcription tasks the strongest reaches 56.1% exact graph isomorphism, and on 17 sizing tasks the leading model converges on all proposals and scores 91.2 out of 100, with the two tasks producing different model rankings.
The authors harvested human-designed analog circuits from Tiny Tapeout open-source repositories at pinned submission revisions to build SGAnalog, a benchmark of 273 topologically distinct top-level designs with schematic-to-netlist transcription and device-sizing tasks; across seven models on 66 transcription tasks the strongest reaches 56.1% exact graph isomorphism, and on 17 sizing tasks the leading model converges on all proposals and scores 91.2 out of 100, with the two tasks producing different model rankings.