# IC Metal Line Segmentation on ICs 1-7 In-distribution (test) Source: [IC Metal Line Segmentation on ICs 1-7 In-distribution (test)]() Collection index: [llms.txt]() Data updated: 2026-03-18T08:54:10.201Z Evaluation of IC Metal Line Segmentation performance on the ICs 1-7 In-distribution test set, utilizing specialized metrics such as ESD measurements (total, opens, shorts), Pixel Accuracy (PA), Dice coefficient, and IoU. 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 | IC Metal Line Segmentation | | Dataset (including any stated split) | ICs 1-7 In-distribution (test) | | Metric | ESD Total | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 9 of 9 | | 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 - [ESD Total](): Lower is better; unit: SCALAR. - [ESD Error Rate (%)](): Lower is better; unit: PERCENT. - [ESD Opens](): Lower is better; unit: SCALAR. - [ESD Shorts](): Lower is better; unit: SCALAR. - [ESD FPs](): Lower is better; unit: SCALAR. - [ESD FNs](): Lower is better; unit: SCALAR. - [Pixel Accuracy (PA)](): Higher is better; unit: PERCENT. - [Dice Coefficient](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | ESD Total | Result date | Report paper | | --- | --- | --- | --- | | SAMSEM | 263 | Not recorded | 69ba318e0636e5bf4afc085b | | SAMSEM | 286 | Not recorded | 69ba318e0636e5bf4afc085b | | SAMSEM | 289 | Not recorded | 69ba318e0636e5bf4afc085b | | SAMSEM | 323 | Not recorded | 69ba318e0636e5bf4afc085b | | U-Net | 1618 | Not recorded | 69ba318e0636e5bf4afc085b | | SAMSEM | 1914 | Not recorded | 69ba318e0636e5bf4afc085b | | FCN | 2067 | Not recorded | 69ba318e0636e5bf4afc085b | | SAMIC | 2178 | Not recorded | 69ba318e0636e5bf4afc085b | | DeepLabV3 | 2187 | Not recorded | 69ba318e0636e5bf4afc085b | ### SAMSEM ESD Total: 263. Result ID: 69ba683147f34ce924a475b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"approach":"multi-scale (Model 1 + Model 2)"}. This record does not assert independent reproduction. ### SAMSEM ESD Total: 286. Result ID: 69ba683147f34ce924a475bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"model":"only 2","input\_resolution":"512x512 patches"}. This record does not assert independent reproduction. ### SAMSEM ESD Total: 289. Result ID: 69ba683147f34ce924a475bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"model\_config":"single model"}. This record does not assert independent reproduction. ### SAMSEM ESD Total: 323. Result ID: 69ba683147f34ce924a475ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"loss":"only pixel loss"}. This record does not assert independent reproduction. ### U-Net ESD Total: 1618. Result ID: 69ba683147f34ce924a475bf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SAMSEM ESD Total: 1914. Result ID: 69ba683147f34ce924a475bc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"model":"only 1","input\_resolution":"original-size"}. This record does not assert independent reproduction. ### FCN ESD Total: 2067. Result ID: 69ba683147f34ce924a475c1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SAMIC ESD Total: 2178. Result ID: 69ba683147f34ce924a475be. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepLabV3 ESD Total: 2187. Result ID: 69ba683147f34ce924a475c0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.