Image Classification on COVID-19 (test)
95AccuracyWeightCLIP-MBM
Evaluation Results
| Method | Links | |
|---|---|---|
| WeightCLIP-MBMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 95 | |
| WeightCLIP-LMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 92.6 | |
| WeightCLIP-MBMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 90.8 | |
| HypernetworkFine-tuning Epochs=10, Backbone=ResNet182026.07 | 90 | |
| TANSFine-tuning Epochs=10, Backbone=ResNet182026.07 | 89 | |
| WeightCLIP-LMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 84.7 | |
| HypernetworkFine-tuning Epochs=1, Backbone=ResNet182026.07 | 82.9 | |
| tr. fr. scratchFine-tuning Epochs=10, Backbone=ResNet182026.07 | 81.7 | |
| TANSFine-tuning Epochs=1, Backbone=ResNet182026.07 | 73.5 | |
| tr. fr. scratchFine-tuning Epochs=1, Backbone=ResNet182026.07 | 60.7 | |
| WeightCLIP-LMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 47.4 | |
| WeightCLIP-MBMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 45.9 | |
| TANSFine-tuning Epochs=0, Backbone=ResNet182026.07 | 44.9 | |
| HypernetworkFine-tuning Epochs=0, Backbone=ResNet182026.07 | 35.6 | |
| tr. fr. scratchFine-tuning Epochs=0, Backbone=ResNet182026.07 | 33.3 |