Image Classification on CIFAR-100 l=50000 (test)
0.7753AccuracyILL
Evaluation Results
| Method | Links | |
|---|---|---|
| ILLpartial ratio (q)=0.01, noise ratio (η)=0.12023.05 | 0.7753 | |
| ILLpartial ratio (q)=0.05, noise ratio (η)=0.12023.05 | 0.7707 | |
| ILLpartial ratio (q)=0.01, noise ratio (η)=0.22023.05 | 0.7696 | |
| DALI Mixuppartial ratio (q)=0.05, noise ratio (η)=0.12023.05 | 0.7687 | |
| DALI Mixuppartial ratio (q)=0.01, noise ratio (η)=0.22023.05 | 0.7655 | |
| DALI Mixuppartial ratio (q)=0.01, noise ratio (η)=0.12023.05 | 0.7652 | |
| ILLpartial ratio (q)=0.01, noise ratio (η)=0.32023.05 | 0.7643 | |
| ILLpartial ratio (q)=0.05, noise ratio (η)=0.22023.05 | 0.7634 | |
| DALI Mixuppartial ratio (q)=0.01, noise ratio (η)=0.32023.05 | 0.7609 | |
| DALI Mixuppartial ratio (q)=0.05, noise ratio (η)=0.22023.05 | 0.7523 | |
| ILLpartial ratio (q)=0.05, noise ratio (η)=0.32023.05 | 0.7513 | |
| PiCO+ Mixuppartial ratio (q)=0.01, noise ratio (η)=0.12023.05 | 0.7504 | |
| DALI Mixuppartial ratio (q)=0.05, noise ratio (η)=0.32023.05 | 0.7449 | |
| PiCO+ Mixuppartial ratio (q)=0.01, noise ratio (η)=0.22023.05 | 0.7431 | |
| PiCO+ Mixuppartial ratio (q)=0.05, noise ratio (η)=0.12023.05 | 0.7306 | |
| DALIpartial ratio (q)=0.05, noise ratio (η)=0.12023.05 | 0.7228 | |
| DALIpartial ratio (q)=0.01, noise ratio (η)=0.12023.05 | 0.7226 | |
| DALIpartial ratio (q)=0.01, noise ratio (η)=0.22023.05 | 0.7198 | |
| PiCO+ Mixuppartial ratio (q)=0.01, noise ratio (η)=0.32023.05 | 0.7179 | |
| PiCO+partial ratio (q)=0.01, noise ratio (η)=0.12023.05 | 0.7142 | |
| PiCO+ Mixuppartial ratio (q)=0.05, noise ratio (η)=0.22023.05 | 0.7137 | |
| DALIpartial ratio (q)=0.05, noise ratio (η)=0.22023.05 | 0.7135 | |
| IRNetpartial ratio (q)=0.01, noise ratio (η)=0.12023.05 | 0.7117 | |
| DALIpartial ratio (q)=0.01, noise ratio (η)=0.32023.05 | 0.7104 | |
| IRNetpartial ratio (q)=0.05, noise ratio (η)=0.12023.05 | 0.7073 | |
| PiCO+partial ratio (q)=0.01, noise ratio (η)=0.22023.05 | 0.7022 | |
| IRNetpartial ratio (q)=0.01, noise ratio (η)=0.22023.05 | 0.701 | |
| DALIpartial ratio (q)=0.05, noise ratio (η)=0.32023.05 | 0.7005 | |
| PiCO+partial ratio (q)=0.05, noise ratio (η)=0.12023.05 | 0.694 | |
| IRNetpartial ratio (q)=0.05, noise ratio (η)=0.22023.05 | 0.6933 | |
| IRNetpartial ratio (q)=0.01, noise ratio (η)=0.32023.05 | 0.6877 | |
| IRNetpartial ratio (q)=0.05, noise ratio (η)=0.32023.05 | 0.6809 | |
| PiCO+ Mixuppartial ratio (q)=0.05, noise ratio (η)=0.32023.05 | 0.6756 | |
| PiCO+partial ratio (q)=0.05, noise ratio (η)=0.22023.05 | 0.6667 | |
| PiCO+partial ratio (q)=0.01, noise ratio (η)=0.32023.05 | 0.6614 | |
| PiCO+partial ratio (q)=0.05, noise ratio (η)=0.32023.05 | 0.6224 |