| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Inverse Lithography | ICCAD 2013 (Avg) | EPE1.6 | 17 | |
| Lithography Hotspot Detection | ICCAD | Accuracy95.67 | 15 | |
| Mask Optimization | ICCAD contest benchmark 2013 (test) | L2 Error31,915 | 10 | |
| Chip Placement | ICCAD ibm04 2004 | HPWL2.62 | 6 | |
| Chip Placement | ICCAD2004 ibm03 | HPWL1.64 | 6 | |
| Chip Placement | ICCAD ibm02 2004 | HPWL3.56 | 6 | |
| Chip Placement | ICCAD2004 ibm01 | HPWL2.39 | 6 | |
| Static voltage drop prediction | ICCAD 2023 (Average) | F1 Score58 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase20) | F1 Score74 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase19) | F1 Score61 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase16) | F1 Score55 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase15) | F1 Score54 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase14) | F1 Score44 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase13) | F1 Score67 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase10) | F1 Score60 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase9) | F1 Score59 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase8) | F1 Score84 | 5 | |
| Static voltage drop prediction | ICCAD 2023 (testcase7) | F1 Score78 | 5 | |
| Macro Placement | ICCAD superblue18 2015 | rWL (m)60.64 | 5 | |
| Macro Placement | ICCAD superblue16 2015 | rWL (m)106.82 | 5 | |
| Macro Placement | ICCAD superblue10 2015 | rWL (m)212.84 | 5 | |
| Macro Placement | ICCAD superblue7 2015 | rWL (m)162.72 | 5 | |
| Macro Placement | ICCAD superblue5 2015 | rWL (m)137.79 | 5 | |
| Macro Placement | ICCAD superblue4 2015 | rWL (m)81.78 | 5 | |
| Macro Placement | ICCAD superblue3 2015 | rWL (m)142.89 | 5 |