IC Metal Line Segmentation on ICs 1-7 In-distribution (test)
263ESD TotalSAMSEM
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SAMSEMapproach=multi-scale (Model 1 + Model 2)2026.03 | 263 | 0.72 | 27 | 146 | 59 | 31 | 97.2 | 96 | 92.5 | |
| SAMSEMmodel=only 2, input_resolution=512x512 patches2026.03 | 286 | 0.78 | 27 | 146 | 82 | 31 | 95.4 | 94 | 90 | |
| SAMSEMmodel_config=single model2026.03 | 289 | 0.79 | 22 | 185 | 59 | 23 | 97.2 | 96.1 | 92.5 | |
| SAMSEMloss=only pixel loss2026.03 | 323 | 0.88 | 29 | 211 | 54 | 29 | 97.2 | 96.1 | 92.6 | |
| U-Net2026.03 | 1,618 | 4.44 | 78 | 764 | 735 | 41 | 96.6 | 94.9 | 90.5 | |
| SAMSEMmodel=only 1, input_resolution=original-size2026.03 | 1,914 | 5.25 | 223 | 1,519 | 96 | 76 | 95 | 92.6 | 86.5 | |
| FCN2026.03 | 2,067 | 5.68 | 277 | 1,443 | 316 | 31 | 96.3 | 95 | 90.7 | |
| SAMIC2026.03 | 2,178 | 5.98 | 412 | 1,083 | 649 | 34 | 96.1 | 94.4 | 89.9 | |
| DeepLabV32026.03 | 2,187 | 6.01 | 236 | 1,705 | 212 | 34 | 96.1 | 94.6 | 90.1 |