Image Classification on Semi-iNat 2021
53.13Top-1 AccuracySimMatchV2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SimMatchV2Initialization=With MoCo Init2023.08 | 53.13 | 73.4 | |
| SimMatchV2Initialization=With Random Init2023.08 | 43.05 | 63.81 | |
| FixMatch + CCSSLInitialization=With MoCo Init2023.08 | 41.28 | 64.3 | |
| FixMatchInitialization=With MoCo Init2023.08 | 40.3 | 60.05 | |
| CoMatch + CCSSLInitialization=With MoCo Init2023.08 | 39.85 | 63.68 | |
| CoMatchInitialization=With MoCo Init2023.08 | 38.94 | 61.85 | |
| SupervisedInitialization=With MoCo Init2023.08 | 34.96 | 57.11 | |
| FixMatch + CCSSLInitialization=With Random Init2023.08 | 31.21 | 52.25 | |
| CoMatch + CCSSLInitialization=With Random Init2023.08 | 24.12 | 43.23 | |
| FixMatchInitialization=With Random Init2023.08 | 21.41 | 37.65 | |
| CoMatchInitialization=With Random Init2023.08 | 20.94 | 38.96 | |
| MixMatch + CCSSLInitialization=With Random Init2023.08 | 19.65 | 35.09 | |
| SupervisedInitialization=With Random Init2023.08 | 19.09 | 35.85 | |
| MixMatchInitialization=With Random Init2023.08 | 16.89 | 30.83 |