Image Classification on Real/Draw. (test)
55.2AccuracyWeightCLIP-LM
Evaluation Results
| Method | Links | |
|---|---|---|
| WeightCLIP-LMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 55.2 | |
| WeightCLIP-MBMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 53.1 | |
| HypernetworkFine-tuning Epochs=10, Backbone=ResNet182026.07 | 48.7 | |
| TANSFine-tuning Epochs=10, Backbone=ResNet182026.07 | 44.3 | |
| tr. fr. scratchFine-tuning Epochs=10, Backbone=ResNet182026.07 | 42.6 | |
| WeightCLIP-LMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 35.9 | |
| WeightCLIP-MBMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 35.4 | |
| HypernetworkFine-tuning Epochs=1, Backbone=ResNet182026.07 | 34.2 | |
| tr. fr. scratchFine-tuning Epochs=1, Backbone=ResNet182026.07 | 27 | |
| TANSFine-tuning Epochs=1, Backbone=ResNet182026.07 | 21.9 | |
| WeightCLIP-MBMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 18.1 | |
| WeightCLIP-LMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 16.2 | |
| HypernetworkFine-tuning Epochs=0, Backbone=ResNet182026.07 | 12.6 | |
| TANSFine-tuning Epochs=0, Backbone=ResNet182026.07 | 10.3 | |
| tr. fr. scratchFine-tuning Epochs=0, Backbone=ResNet182026.07 | 10 |