Cell Classification on Multiplexed Brain Image Dataset Set III (10-fold cross-validation)
95.57Average AccuracyDAMA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DAMAEpochs=500, Training Time=35h, Pre-training strategy=Pretrained on Set III2022.05 | 95.57 | 4.43 | |
| MoCo-v3Epochs=500, Training Time=48h, Pre-training strategy=Pretrained on Set III2022.05 | 95.52 | 4.48 | |
| MAEEpochs=800, Training Time=34h, Pre-training strategy=Pretrained on Set III2022.05 | 94.25 | 5.75 | |
| Data2vecEpochs=800, Training Time=29h, Pre-training strategy=Pretrained on Set III2022.05 | 91.99 | 8.01 |