Fine-grained Image Classification on Aircraft New classes
37.63AccuracyFARL
Evaluation results
| Method | Links | |
|---|---|---|
| FARLProtocol=Base-to-novel generalization2025.12 | 37.63 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 37.2 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 36.51 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 36.33 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 36.29 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 35.61 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 34.43 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 33.73 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 33.55 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 31.23 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 29.87 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 23.71 |