Image Classification on CIFAR-10 (train test)
4.19Error RateFlexMatch
Evaluation results
| Method | Links | |
|---|---|---|
| FlexMatchLabel Amount=40002021.10 | 4.19 | |
| FixMatchLabel Amount=40002021.10 | 4.21 | |
| Flex-UDALabel Amount=40002021.10 | 4.24 | |
| UDALabel Amount=40002021.10 | 4.29 | |
| Fully-SupervisedLabel Amount=Full Dataset2021.10 | 4.62 | |
| FixMatchLabel Amount=2502021.10 | 4.86 | |
| FlexMatchLabel Amount=402021.10 | 4.97 | |
| FlexMatchLabel Amount=2502021.10 | 4.98 | |
| Flex-UDALabel Amount=2502021.10 | 5.02 | |
| UDALabel Amount=2502021.10 | 5.16 | |
| Flex-UDALabel Amount=402021.10 | 5.44 | |
| FixMatchLabel Amount=402021.10 | 7.47 | |
| UDALabel Amount=402021.10 | 10.62 | |
| Flex-PLLabel Amount=40002021.10 | 14.75 | |
| PLLabel Amount=40002021.10 | 15.08 | |
| Flex-PLLabel Amount=2502021.10 | 46.14 | |
| PLLabel Amount=2502021.10 | 46.49 | |
| Flex-PLLabel Amount=402021.10 | 73.74 | |
| PLLabel Amount=402021.10 | 74.61 |