Data Contamination Detection on ImageNet (NM NN)
100AUCDCB
Evaluation results
| Method | Links | |
|---|---|---|
| DCBModel=LightningDiT-XL2026.06 | 100 | |
| DCBModel=REPA-SiT-XL/22026.06 | 98.3 | |
| ICASModel=REPA-SiT-XL/22026.06 | 74.3 | |
| DCBModel=REPA-SiT-XL/22026.06 | 74.3 | |
| ICASModel=LightningDiT-XL2026.06 | 72.4 | |
| DCBModel=LightningDiT-XL2026.06 | 72.4 | |
| PRADAModel=LightningDiT-XL2026.06 | 61.9 | |
| PRADAModel=LightningDiT-XL2026.06 | 56.3 | |
| PRADAModel=REPA-SiT-XL/22026.06 | 55.3 | |
| PRADAModel=REPA-SiT-XL/22026.06 | 52.3 | |
| ICASModel=LightningDiT-XL2026.06 | 38.3 | |
| ICASModel=REPA-SiT-XL/22026.06 | 28.5 |