Classification on ISIC (test)
97.23Top-1 AccuracySupCon
Evaluation results
| Method | Links | |
|---|---|---|
| SupConEvaluation Protocol=Full-data finetuning, Pre-trained Dataset=ImageNet-1K, Pre-training Epochs=3002021.12 | 97.23 | |
| SupCon w/o MLPEvaluation Protocol=Full-data finetuning, Pre-trained Dataset=ImageNet-1K, Pre-training Epochs=3002021.12 | 97.15 | |
| SL-MLPEvaluation Protocol=Full-data finetuning, Pre-trained Dataset=ImageNet-1K, Pre-training Epochs=3002021.12 | 97.13 | |
| SLEvaluation Protocol=Full-data finetuning, Pre-trained Dataset=ImageNet-1K, Pre-training Epochs=3002021.12 | 97.07 | |
| MSENetshot=5-shot, way=5-way2024.09 | 43.02 | |
| CANshot=5-shot, way=5-way2024.09 | 42.73 | |
| BL++shot=5-shot, way=5-way2024.09 | 40.73 | |
| DN4shot=5-shot, way=5-way2024.09 | 40.15 | |
| ANIL+MLPshot=5-shot, way=5-way2024.09 | 39.19 | |
| ANILshot=5-shot, way=5-way2024.09 | 37.57 | |
| MTLshot=5-shot, way=5-way2024.09 | 35.56 | |
| MTL+MLPshot=5-shot, way=5-way2024.09 | 34.74 | |
| PNshot=5-shot, way=5-way2024.09 | 32.95 |