Classification on CIFAR-10 4000 labels
95.9PrecisionSequenceMatch
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SequenceMatch2023.10 | 95.9 | 95.91 | 95.9 | 99.86 | |
| FlexmatchLabel Amount=4000 labels, Curriculum Pseudo Labeling=true2021.10 | 95.8 | 95.81 | 95.8 | 99.84 | |
| FlexMatch2023.10 | 95.8 | 95.81 | 95.8 | 99.84 | |
| Flex-UDALabel Amount=4000 labels, Curriculum Pseudo Labeling=true2021.10 | 95.76 | 95.77 | 95.76 | 99.86 | |
| FixmatchLabel Amount=4000 labels2021.10 | 95.71 | 95.71 | 95.69 | 99.84 | |
| FixMatch2023.10 | 95.71 | 95.71 | 95.69 | 99.84 | |
| FreeMatch2023.10 | 95.68 | 95.68 | 95.67 | — | |
| UDALabel Amount=4000 labels2021.10 | 95.57 | 95.59 | 95.57 | 99.85 | |
| Flex-PLLabel Amount=4000 labels, Curriculum Pseudo Labeling=true2021.10 | 85.44 | 85.45 | 85.42 | 98.43 | |
| PLLabel Amount=4000 labels2021.10 | 84.98 | 85.09 | 85 | 98.33 |