Image Classification on Colo.H (test)
84.6AccuracyWeightCLIP-LM
Evaluation Results
| Method | Links | |
|---|---|---|
| WeightCLIP-LMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 84.6 | |
| WeightCLIP-MBMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 82.2 | |
| HypernetworkFine-tuning Epochs=10, Backbone=ResNet182026.07 | 75.1 | |
| tr. fr. scratchFine-tuning Epochs=10, Backbone=ResNet182026.07 | 74.8 | |
| TANSFine-tuning Epochs=10, Backbone=ResNet182026.07 | 71.9 | |
| WeightCLIP-LMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 68.4 | |
| WeightCLIP-MBMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 68.4 | |
| HypernetworkFine-tuning Epochs=1, Backbone=ResNet182026.07 | 59.1 | |
| tr. fr. scratchFine-tuning Epochs=1, Backbone=ResNet182026.07 | 54.1 | |
| TANSFine-tuning Epochs=1, Backbone=ResNet182026.07 | 29.2 | |
| WeightCLIP-MBMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 18.3 | |
| WeightCLIP-LMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 13.7 | |
| tr. fr. scratchFine-tuning Epochs=0, Backbone=ResNet182026.07 | 12.5 | |
| HypernetworkFine-tuning Epochs=0, Backbone=ResNet182026.07 | 12.4 | |
| TANSFine-tuning Epochs=0, Backbone=ResNet182026.07 | 8.5 |