Image Classification on Speed (test)
74.3AccuracyWeightCLIP-MBM
Evaluation Results
| Method | Links | |
|---|---|---|
| WeightCLIP-MBMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 74.3 | |
| WeightCLIP-LMFine-tuning Epochs=10, Backbone=ResNet182026.07 | 70.6 | |
| HypernetworkFine-tuning Epochs=10, Backbone=ResNet182026.07 | 58.2 | |
| TANSFine-tuning Epochs=10, Backbone=ResNet182026.07 | 51.9 | |
| tr. fr. scratchFine-tuning Epochs=10, Backbone=ResNet182026.07 | 48.3 | |
| WeightCLIP-MBMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 48 | |
| WeightCLIP-LMFine-tuning Epochs=1, Backbone=ResNet182026.07 | 41.7 | |
| WeightCLIP-MBMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 40 | |
| WeightCLIP-LMFine-tuning Epochs=0, Backbone=ResNet182026.07 | 36.7 | |
| TANSFine-tuning Epochs=1, Backbone=ResNet182026.07 | 32.4 | |
| TANSFine-tuning Epochs=0, Backbone=ResNet182026.07 | 30.6 | |
| tr. fr. scratchFine-tuning Epochs=1, Backbone=ResNet182026.07 | 26.1 | |
| tr. fr. scratchFine-tuning Epochs=0, Backbone=ResNet182026.07 | 25 | |
| HypernetworkFine-tuning Epochs=1, Backbone=ResNet182026.07 | 21.1 | |
| HypernetworkFine-tuning Epochs=0, Backbone=ResNet182026.07 | 13.9 |