Gradient Inversion on Yelp (val)
0.4167AccuracyTransformer4
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Transformer4Set=(b), Iter=5k, Ratio=0.92026.01 | 0.4167 | 0.3228 | 0.2061 | 0.3968 | 0.2204 | 0.3917 | 0.418 | |
| Transformer4Set=(a), Iter=5k, Ratio=0.02026.01 | 0.4162 | 0.319 | 0.2086 | 0.3921 | 0.2241 | 0.3889 | 0.4181 | |
| Transformer4Set=(c), Iter=5k, Ratio=0.92026.01 | 0.1733 | 0.2912 | 0.1388 | 0.375 | 0.1007 | 0.265 | 0.418 | |
| Transformer4 + MJPSet=(b), Iter=30k, Ratio=0.92026.01 | 0.0295 | 0.0241 | 0.0085 | 0.0372 | 0.0034 | 0.0365 | 0.0317 | |
| Transformer4 + MJPSet=(c), Iter=30k, Ratio=0.92026.01 | 0.0295 | 0.024 | 0.0085 | 0.0372 | 0.0034 | 0.0363 | 0.0317 | |
| Transformer4 + MJPSet=(b), Iter=5k, Ratio=0.92026.01 | 0.0098 | 0.0063 | 0.0028 | 0.0141 | 0.0001 | 0.0136 | 0.0121 | |
| Transformer4 + MJPSet=(c), Iter=5k, Ratio=0.92026.01 | 0.0098 | 0.0063 | 0.0028 | 0.014 | 0.0001 | 0.0133 | 0.0121 |