Image Classification on Semi-iNat 2021 (val)
41.28Top-1 AccuracyCCSSL (FixMatch)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CCSSL (FixMatch)Pre-training initialization=From MoCo Pretrain2022.03 | 41.28 | 64.3 | |
| FixMatchPre-training initialization=From MoCo Pretrain2022.03 | 40.3 | 60.05 | |
| CCSSL (CoMatch)Pre-training initialization=From MoCo Pretrain2022.03 | 39.85 | 63.68 | |
| CoMatchPre-training initialization=From MoCo Pretrain2022.03 | 38.94 | 61.85 | |
| SupervisedPre-training initialization=From MoCo Pretrain2022.03 | 34.96 | 57.11 | |
| CCSSL (FixMatch)Pre-training initialization=From Scratch2022.03 | 31.21 | 52.25 | |
| CCSSL (CoMatch)Pre-training initialization=From Scratch2022.03 | 24.12 | 43.23 | |
| FixMatchPre-training initialization=From Scratch2022.03 | 21.41 | 37.65 | |
| CoMatchPre-training initialization=From Scratch2022.03 | 20.94 | 38.96 | |
| CCSSL (MixMatch)Pre-training initialization=From Scratch2022.03 | 19.65 | 35.09 | |
| SupervisedPre-training initialization=From Scratch2022.03 | 19.09 | 35.85 | |
| MixMatchPre-training initialization=From Scratch2022.03 | 16.89 | 30.83 |