Image Classification on CIFAR-100 (test) (PMD/U/A Metrics)
81.91PMD Accuracy (35%)LRA-diffusion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LRA-diffusionPre-trained Encoder=CLIP2023.05 | 81.91 | 74.52 | 82.8 | 81.1 | 81.78 | |
| CLIP KNNPre-trained Encoder=CLIP, Evaluation Protocol=KNN2023.05 | 79.58 | 52.55 | 69.66 | 50.91 | 61.19 | |
| C2DPre-trained Encoder=SimCLR2023.05 | 69.28 | 51.63 | 59.87 | 64.45 | 65.65 | |
| LRA-diffusionPre-trained Encoder=SimCLR2023.05 | 61.39 | 53.37 | 60.52 | 55.79 | 59.28 | |
| PLC2023.05 | 60.01 | 45.92 | 60.09 | 51.68 | 56.4 | |
| CC2023.05 | 59.44 | 42.79 | 56.58 | 43.64 | 54.45 | |
| GCE2023.05 | 58.37 | 40.01 | 52.9 | 38.62 | 52.69 | |
| Standard2023.05 | 57.68 | 39.32 | 48.86 | 35.97 | 45.85 | |
| LRT2023.05 | 56.74 | 45.29 | 45.66 | 23.37 | 52.04 | |
| Co-teaching+2023.05 | 56.7 | 39.53 | 52.33 | 27.17 | 51.21 | |
| SL2023.05 | 55.2 | 40.02 | 51.34 | 37.57 | 50.18 | |
| SimCLR KNNPre-trained Encoder=SimCLR, Evaluation Protocol=KNN2023.05 | 54.22 | 39.25 | 51.87 | 41.73 | 46.5 |