Unseen prompt generalization on FGVCAircraft
36.29AccuracyCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| CLIPBackbone=ViT-B/16, Prompt=Fixed-prompt2022.10 | 36.29 | |
| Bayesian Prompt LearningBackbone=ViT-B/16, Prompt Length=4, Number of Shots=16, Monte Carlo samples (MC)=10, Epochs=102022.10 | 35 | |
| Bayesian Prompt LearningMode=Unseen prompts generalization2022.10 | 35 | |
| ProDAMode=Unseen prompts generalization2022.10 | 34.13 | |
| CoCoOpMode=Unseen prompts generalization2022.10 | 23.71 | |
| CoOpMode=Unseen prompts generalization2022.10 | 22.3 |