Semi-supervised Image Classification on CIFAR100-LT (test)
0.613AccuracyFixMatch + LA w/ ProCo
Evaluation Results
| Method | Links | |
|---|---|---|
| FixMatch + LA w/ ProCogamma=10, N1=150, M1=3002024.03 | 0.613 | |
| FixMatch + LA w/ DASOgamma=10, N1=150, M1=3002024.03 | 0.606 | |
| FixMatch w/ ProCogamma=10, N1=150, M1=3002024.03 | 0.602 | |
| FixMatch + LA w/ DARPgamma=10, N1=150, M1=3002024.03 | 0.599 | |
| FixMatch w/ DASOgamma=10, N1=150, M1=3002024.03 | 0.592 | |
| FixMatch + LAgamma=10, N1=150, M1=3002024.03 | 0.586 | |
| FixMatch w/ DARPgamma=10, N1=150, M1=3002024.03 | 0.581 | |
| FixMatch w/ CReST+gamma=10, N1=150, M1=3002024.03 | 0.574 | |
| FixMatch + LA w/ CReST+gamma=10, N1=150, M1=3002024.03 | 0.571 | |
| FixMatchgamma=10, N1=150, M1=3002024.03 | 0.565 | |
| FixMatch + LA w/ ProCogamma=20, N1=150, M1=3002024.03 | 0.559 | |
| FixMatch + LA w/ DASOgamma=20, N1=150, M1=3002024.03 | 0.551 | |
| FixMatch w/ ProCogamma=20, N1=150, M1=3002024.03 | 0.548 | |
| FixMatch + LA w/ DARPgamma=20, N1=150, M1=3002024.03 | 0.538 | |
| FixMatch + LAgamma=20, N1=150, M1=3002024.03 | 0.534 | |
| FixMatch w/ DASOgamma=20, N1=150, M1=3002024.03 | 0.529 | |
| FixMatch + LA w/ CReST+gamma=20, N1=150, M1=3002024.03 | 0.523 | |
| FixMatch w/ DARPgamma=20, N1=150, M1=3002024.03 | 0.522 | |
| FixMatch w/ CReST+gamma=20, N1=150, M1=3002024.03 | 0.521 | |
| FixMatch + LA w/ ProCogamma=10, N1=50, M1=4002024.03 | 0.521 | |
| FixMatch w/ ProCogamma=10, N1=50, M1=4002024.03 | 0.509 | |
| FixMatchgamma=20, N1=150, M1=3002024.03 | 0.507 | |
| FixMatch + LA w/ DASOgamma=10, N1=50, M1=4002024.03 | 0.507 | |
| FixMatch + LA w/ DARPgamma=10, N1=50, M1=4002024.03 | 0.505 | |
| FixMatch w/ DASOgamma=10, N1=50, M1=4002024.03 | 0.498 | |
| FixMatch w/ DARPgamma=10, N1=50, M1=4002024.03 | 0.494 | |
| Supervised w/ LAgamma=10, N1=150, M1=3002024.03 | 0.487 | |
| FixMatch + LAgamma=10, N1=50, M1=4002024.03 | 0.473 | |
| Supervisedgamma=10, N1=150, M1=3002024.03 | 0.469 | |
| FixMatch + LA w/ ProCogamma=20, N1=50, M1=4002024.03 | 0.469 | |
| FixMatchgamma=10, N1=50, M1=4002024.03 | 0.452 | |
| FixMatch w/ ProCogamma=20, N1=50, M1=4002024.03 | 0.448 | |
| FixMatch w/ CReST+gamma=10, N1=50, M1=4002024.03 | 0.445 | |
| FixMatch + LA w/ DARPgamma=20, N1=50, M1=4002024.03 | 0.444 | |
| Supervised w/ LAgamma=20, N1=150, M1=3002024.03 | 0.441 | |
| FixMatch + LA w/ DASOgamma=20, N1=50, M1=4002024.03 | 0.441 | |
| FixMatch + LA w/ CReST+gamma=10, N1=50, M1=4002024.03 | 0.44 | |
| FixMatch w/ DASOgamma=20, N1=50, M1=4002024.03 | 0.436 | |
| FixMatch w/ DARPgamma=20, N1=50, M1=4002024.03 | 0.434 | |
| FixMatch + LAgamma=20, N1=50, M1=4002024.03 | 0.414 | |
| Supervisedgamma=20, N1=150, M1=3002024.03 | 0.412 | |
| FixMatch + LA w/ CReST+gamma=20, N1=50, M1=4002024.03 | 0.406 | |
| FixMatch w/ CReST+gamma=20, N1=50, M1=4002024.03 | 0.401 | |
| FixMatchgamma=20, N1=50, M1=4002024.03 | 0.4 | |
| Supervised w/ LAgamma=10, N1=50, M1=4002024.03 | 0.302 | |
| Supervisedgamma=10, N1=50, M1=4002024.03 | 0.296 | |
| Supervised w/ LAgamma=20, N1=50, M1=4002024.03 | 0.265 | |
| Supervisedgamma=20, N1=50, M1=4002024.03 | 0.251 |