# Area-oriented circuit optimization on Average Improvement TSMC 65nm

Source: [Area-oriented circuit optimization on Average Improvement TSMC 65nm](<https://www.sota2.com/research/sota/area-oriented-circuit-optimization-on-average-improvement-tsmc-65nm>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-21T13:29:55.233Z

Evaluation of algorithms for Area-oriented circuit optimization applied to the Average Improvement TSMC 65nm dataset, measured by Area, Delay, and Power.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Area-oriented circuit optimization |
| Dataset (including any stated split) | Average Improvement TSMC 65nm |
| Metric | Area Improvement (%) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Area Improvement (%)](<https://www.sota2.com/research/sota/area-oriented-circuit-optimization-on-average-improvement-tsmc-65nm.md?metric=Area%20Improvement%20(%25)>): Higher is better; unit: PERCENT.

- [Delay Improvement (%)](<https://www.sota2.com/research/sota/area-oriented-circuit-optimization-on-average-improvement-tsmc-65nm.md?metric=Delay%20Improvement%20(%25)>): Lower is better; unit: PERCENT.

- [Power Improvement (%)](<https://www.sota2.com/research/sota/area-oriented-circuit-optimization-on-average-improvement-tsmc-65nm.md?metric=Power%20Improvement%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Area Improvement (%) | Result date | Report paper |
| --- | --- | --- | --- |
| AutoPPA-DS | 18.93 | Not recorded | 69e7052a7d0172140ec7f33a |
| DeepSeek-V3 | 11.25 | Not recorded | 69e7052a7d0172140ec7f33a |
| Manual | 0.64 | Not recorded | 69e7052a7d0172140ec7f33a |

### AutoPPA-DS

Area Improvement (%): 18.93. Result ID: 69e77bbb47f34ce924cf6833.

[Reporting paper](<https://www.sota2.com/research/paper/69e7052a7d0172140ec7f33a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e7052a7d0172140ec7f33a.md>)

Recorded evaluation configuration: {"Backbone":"DeepSeek-V3","Search Settings":"5-10-5","Synthesis Tool":"Design Compiler","Optimization Objective":"Area-oriented"}. This record does not assert independent reproduction.

### DeepSeek-V3

Area Improvement (%): 11.25. Result ID: 69e77bbb47f34ce924cf6832.

[Reporting paper](<https://www.sota2.com/research/paper/69e7052a7d0172140ec7f33a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77001e209131cea7066a.md>)

Recorded evaluation configuration: {"Synthesis Tool":"Design Compiler","Optimization Objective":"Area-oriented"}. This record does not assert independent reproduction.

### Manual

Area Improvement (%): 0.64. Result ID: 69e77bbb47f34ce924cf6831.

[Reporting paper](<https://www.sota2.com/research/paper/69e7052a7d0172140ec7f33a.md>)

Recorded evaluation configuration: {"Synthesis Tool":"Design Compiler","Optimization Objective":"Area-oriented"}. This record does not assert independent reproduction.

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