Image Classification on ImSitu
44.1AccuracyCLIP-DNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLIP-DNNadversarial_debiasing=false2026.03 | 44.1 | 8.68 | |
| CBM-topkadversarial_debiasing=false2026.03 | 43.35 | 7.84 | |
| CLIP-DNN + debiasingadversarial_debiasing=true2026.03 | 42.83 | 7.21 | |
| CBM-topkadversarial_debiasing=true2026.03 | 42.69 | 6.29 | |
| CBM-sparseadversarial_debiasing=false2026.03 | 41.51 | 8.19 | |
| CBM-sparseadversarial_debiasing=true2026.03 | 40.06 | 6.87 |