# Capacitance Extraction on CNN-Cap Pattern-C 55nm (val)

Source: [Capacitance Extraction on CNN-Cap Pattern-C 55nm (val)](<https://www.sota2.com/research/sota/capacitance-extraction-on-cnn-cap-pattern-c-55nm-val>)

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

Data updated: 2026-06-09T08:13:25.458Z

Evaluation of model performance on the Capacitance Extraction task using the validation split of the CNN-Cap Pattern-C 55nm dataset. Metrics reported include Errtot, Ratiotot, Errcp, and Ratiocp.

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 | Capacitance Extraction |
| Dataset (including any stated split) | CNN-Cap Pattern-C 55nm (val) |
| Metric | Error Total |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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

- [Error Total](<https://www.sota2.com/research/sota/capacitance-extraction-on-cnn-cap-pattern-c-55nm-val.md?metric=Error%20Total>): Lower is better; unit: PERCENT.

- [Ratio Total](<https://www.sota2.com/research/sota/capacitance-extraction-on-cnn-cap-pattern-c-55nm-val.md?metric=Ratio%20Total>): Higher is better; unit: SCALAR.

- [Error CP](<https://www.sota2.com/research/sota/capacitance-extraction-on-cnn-cap-pattern-c-55nm-val.md?metric=Error%20CP>): Lower is better; unit: PERCENT.

- [Ratio CP](<https://www.sota2.com/research/sota/capacitance-extraction-on-cnn-cap-pattern-c-55nm-val.md?metric=Ratio%20CP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Error Total | Result date | Report paper |
| --- | --- | --- | --- |
| AttentionCap | 3 | Not recorded | 6a279e4290966ade919bf8a6 |
| AttentionCap | 4 | Not recorded | 6a279e4290966ade919bf8a6 |
| CNN-Cap | 10 | Not recorded | 6a279e4290966ade919bf8a6 |
| CNN-Cap | 20 | Not recorded | 6a279e4290966ade919bf8a6 |

### AttentionCap

Error Total: 3. Result ID: 6a27ca4dfbc373592c246c47.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e4290966ade919bf8a6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e4290966ade919bf8a6.md>)

Recorded evaluation configuration: {"Node":"55 nm","Layers":"(2,3,6)"}. This record does not assert independent reproduction.

### AttentionCap

Error Total: 4. Result ID: 6a27ca4dfbc373592c246c49.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e4290966ade919bf8a6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e4290966ade919bf8a6.md>)

Recorded evaluation configuration: {"Node":"55 nm","Layers":"(2,4,6)"}. This record does not assert independent reproduction.

### CNN-Cap

Error Total: 10. Result ID: 6a27ca4dfbc373592c246c46.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e4290966ade919bf8a6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a631e209131cea27f4f.md>)

Recorded evaluation configuration: {"Node":"55 nm","Layers":"(2,3,6)"}. This record does not assert independent reproduction.

### CNN-Cap

Error Total: 20. Result ID: 6a27ca4dfbc373592c246c48.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e4290966ade919bf8a6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a631e209131cea27f4f.md>)

Recorded evaluation configuration: {"Node":"55 nm","Layers":"(2,4,6)"}. This record does not assert independent reproduction.

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