Partial Label Learning on CIFAR100-LT
64.75AccuracySoLar
Evaluation Results
| Method | Links | |
|---|---|---|
| SoLarflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 64.75 | |
| SoLarflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 61.82 | |
| CCflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 60.36 | |
| PRODENflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 60.31 | |
| CCflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 57.91 | |
| SoLarflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 56.47 | |
| CCflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 54.33 | |
| PiCOflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 54.05 | |
| SoLarflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 53.03 | |
| CCflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 51.09 | |
| PRODENflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 50.39 | |
| MSEflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 49.92 | |
| VALENflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 49.12 | |
| LWSflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 48.85 | |
| PRODENflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 47.32 | |
| PiCOflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 46.93 | |
| PiCOflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 46.49 | |
| SoLarflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 46.18 | |
| CCflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 45.83 | |
| MSEflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 43.94 | |
| MSEflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 42.99 | |
| PRODENflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 42.29 | |
| VALENflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 42.05 | |
| PRODENflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 41.82 | |
| CCflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 41.74 | |
| SoLarflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 40.96 | |
| PiCOflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 39.8 | |
| PiCOflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 38.74 | |
| MSEflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 37.77 | |
| MSEflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 37.19 | |
| LWSflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 35.88 | |
| VALENflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 35.62 | |
| PRODENflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 35.11 | |
| PiCOflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 34.97 | |
| VALENflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 33.39 | |
| MSEflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 31.49 | |
| VALENflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 30.67 | |
| EXPflipping probability (phi)=0.05, imbalance ratio (gamma)=102022.09 | 25.86 | |
| VALENflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 24.93 | |
| EXPflipping probability (phi)=0.05, imbalance ratio (gamma)=202022.09 | 24.84 | |
| EXPflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 24.82 | |
| EXPflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 23.58 | |
| EXPflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 21.27 | |
| EXPflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 19.88 | |
| LWSflipping probability (phi)=0.05, imbalance ratio (gamma)=502022.09 | 19.22 | |
| LWSflipping probability (phi)=0.1, imbalance ratio (gamma)=202022.09 | 7.16 | |
| LWSflipping probability (phi)=0.1, imbalance ratio (gamma)=102022.09 | 6.1 | |
| LWSflipping probability (phi)=0.1, imbalance ratio (gamma)=502022.09 | 5.15 |