Image Classification on Food101 4-shot
91.4AccuracyUNEM-Dirichlet
Evaluation results
| Method | Links | |
|---|---|---|
| UNEM-DirichletProtocol=Transductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 91.4 | |
| EM-DirichletProtocol=Transductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 88.7 | |
| Tip-AdapterProtocol=Inductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 76.7 | |
| Laplacian ShotProtocol=Transductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 76.6 | |
| CoOpProtocol=Inductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 76.2 | |
| BDSCPNProtocol=Transductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 74.7 | |
| PADDLEProtocol=Transductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 71.8 | |
| α-TIMProtocol=Transductive, Shots=4, Backbone=CLIP, Evaluation Tasks=10002024.12 | 66.1 |