Concept-based Classification on CIFAR-10 (test)
86Concept AccuracyAmortized SCBM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Amortized SCBM2024.06 | 86 | 81.97 | 71.66 | |
| Global SCBM2024.06 | 85.86 | 81.81 | 70.74 | |
| Hard CBM2024.06 | 85.51 | 81.54 | 69.73 | |
| Autoregressive CBM2024.06 | 85.31 | 81.31 | 68.88 | |
| CEM2024.06 | 85.12 | 81.06 | 72.24 |