Layout Classification on CLC (test)
90AccuracyConvNeXt-Tiny
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ConvNeXt-TinyPipeline=Full layout-preserving pipeline, Params=28.6M2026.06 | 90 | 93 | 88 | 88 | |
| EfficientNet-V2-SPipeline=NetLay-adapted multi-label baseline (without layout-preserving augmentations)2026.06 | 52 | 60 | 48 | 49 | |
| EfficientNet-B0Pipeline=Full layout-preserving pipeline, Params=5.3M2026.06 | 45 | 39 | 44 | 41 | |
| VGG16Pipeline=Full layout-preserving pipeline, Params=138M2026.06 | 45 | 39 | 44 | 41 | |
| VGG16Pipeline=NetLay-adapted multi-label baseline (without layout-preserving augmentations)2026.06 | 45 | 42 | 42 | 40 | |
| ResNet-18Pipeline=Full layout-preserving pipeline, Params=11.7M2026.06 | 23 | 16 | 20 | 17 | |
| ViT-B/16Pipeline=Full layout-preserving pipeline, Params=86.6M2026.06 | 23 | 19 | 20 | 15 | |
| ViT-B/16Pipeline=NetLay-adapted multi-label baseline (without layout-preserving augmentations)2026.06 | 23 | 30 | 19 | 17 |