Attribute Prediction on WBCAtt+
95.16AccuracyCell structure-aware model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Cell structure-aware modelBackbone=ConvNeXt-T, Model Architecture=Cell structure-aware, Context Aggregation=Max Pooling2026.05 | 95.16 | 92.98 | 93.06 | 92.97 | |
| Cell structure-aware modelBackbone=VGG16, Model Architecture=Cell structure-aware, Context Aggregation=Max Pooling2026.05 | 94.87 | 92.34 | 92.94 | 92.56 | |
| Cell structure-aware modelBackbone=ResNet50, Model Architecture=Cell structure-aware, Context Aggregation=Max Pooling2026.05 | 94.75 | 92.28 | 92.79 | 92.46 | |
| Cell structure-aware modelBackbone=ViT-B/16, Model Architecture=Cell structure-aware, Context Aggregation=Max Pooling2026.05 | 94.58 | 92.46 | 92.17 | 92.24 | |
| ConvNeXt-TBackbone=ConvNeXt-T, Model Architecture=Baseline attribute predictor2026.05 | 94.47 | 91.81 | 91.65 | 91.62 | |
| ResNet50Backbone=ResNet50, Model Architecture=Baseline attribute predictor2026.05 | 94.15 | 91.4 | 91.06 | 91.09 | |
| ViT-B/16Backbone=ViT-B/16, Model Architecture=Baseline attribute predictor2026.05 | 94.05 | 91.49 | 91.01 | 91.11 | |
| VGG16Backbone=VGG16, Model Architecture=Baseline attribute predictor2026.05 | 94 | 91.06 | 90.8 | 90.87 |