Datasets › MixedWM38
MixedWM38
MixedWM38 Dataset(WaferMap) has more than 38000 wafer maps, including 1 normal pattern, 8 single defect patterns, and 29 mixed defect patterns, a total of 38 defect patterns.
Source: Deformable Convolutional Networks for Efficient Mixed-Type Wafer Defect Pattern Recognition
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Classification | MixedWM38 | WaferSegClassNet Accuracy 0.9820 | WaferSegClassNet -- A Light-weight Network for... | ckmvigil/wafersegclassnet | 1 | Compare |
| Semantic Segmentation | MixedWM38 | WaferSegClassNet Dice 0.9999 | WaferSegClassNet -- A Light-weight Network for... | ckmvigil/wafersegclassnet | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| WaferSegClassNet -- A Light-weight Network for Classification and Segmentation of Semiconductor Wafer Defects | 1 | 2 | 3 Jul 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MixedWM38
1 variant name, as the archive lists them.
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