Model Intellectual Property Protection on Digit Datasets (MNIST, USPS, SVHN, MNIST-M) standard
-0.8Source DropSA-MAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SA-MAPSource=SN, Evaluation Protocol=source-available situation2024.03 | -0.8 | 49.6 | -0.012 | |
| SA-MAPSource=Mean, Evaluation Protocol=source-available situation2024.03 | -0.3 | 51.6 | -0.004 | |
| NTLSource=US, Evaluation Protocol=source-available situation2024.03 | -0.2 | 46.3 | -0.024 | |
| CUTISource=US, Evaluation Protocol=source-available situation2024.03 | -0.1 | 42.3 | -0.013 | |
| SA-MAPSource=MT, Evaluation Protocol=source-available situation2024.03 | -0.1 | 51 | -0.013 | |
| SA-MAPSource=MM, Evaluation Protocol=source-available situation2024.03 | -0.1 | 60.4 | -0.012 | |
| CUTISource=MT, Evaluation Protocol=source-available situation2024.03 | 0 | 52.7 | 0 | |
| SA-MAPSource=US, Evaluation Protocol=source-available situation2024.03 | 0 | 45.2 | 0 | |
| CUTISource=SN, Evaluation Protocol=source-available situation2024.03 | 0.3 | 48.3 | 0.036 | |
| CUTISource=Mean, Evaluation Protocol=source-available situation2024.03 | 0.3 | 50.9 | 0.004 | |
| NTLSource=SN, Evaluation Protocol=source-available situation2024.03 | 0.8 | 50 | 0.011 | |
| CUTISource=MM, Evaluation Protocol=source-available situation2024.03 | 0.8 | 60.1 | 0.01 | |
| NTLSource=Mean, Evaluation Protocol=source-available situation2024.03 | 1 | 51.7 | 0.013 | |
| NTLSource=MT, Evaluation Protocol=source-available situation2024.03 | 1.5 | 50.9 | 0.019 | |
| NTLSource=MM, Evaluation Protocol=source-available situation2024.03 | 2 | 59.7 | 0.027 |