Classification on CIFAR-10 40 labels
95.19PrecisionSequenceMatch
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SequenceMatch2023.10 | 95.19 | 95.21 | 95.19 | 99.76 | |
| FreeMatch2023.10 | 95.1 | 95.12 | 95.1 | — | |
| FlexmatchLabel Amount=40 labels, Curriculum Pseudo Labeling=true2021.10 | 95.06 | 95.07 | 95.06 | 99.75 | |
| FlexMatch2023.10 | 95.06 | 95.07 | 95.06 | 99.75 | |
| Flex-UDALabel Amount=40 labels, Curriculum Pseudo Labeling=true2021.10 | 94.82 | 94.85 | 94.82 | 99.74 | |
| FixmatchLabel Amount=40 labels2021.10 | 93.33 | 92.9 | 92.78 | 99.1 | |
| FixMatch2023.10 | 93.33 | 92.9 | 92.78 | 99.1 | |
| UDALabel Amount=40 labels2021.10 | 87.59 | 84.08 | 80.86 | 97.75 | |
| Flex-PLLabel Amount=40 labels, Curriculum Pseudo Labeling=true2021.10 | 28.65 | 28.65 | 26.63 | 67.18 | |
| PLLabel Amount=40 labels2021.10 | 25.39 | 25.52 | 24.93 | 65.42 |