Concept Based Classification On Celeba
Metrics
Concept Accuracy (%)
Task Accuracy (%)
Results
Performance results of various models on this benchmark
Model Name | Concept Accuracy (%) | Task Accuracy (%) | Paper Title | Repository |
|---|---|---|---|---|
| EQ-CBM (ResNet-34) | 90.617 | 56.600 | EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and Quantized Vectors | - |
| CGEM (ResNet-34) | 86.44 | 42.10 | Concept Graph Embedding Models for Enhanced Accuracy and Interpretability |
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