Fine-grained Image Classification on OxfordPets Base classes
96.1AccuracyFARL
Evaluation results
| Method | Links | |
|---|---|---|
| FARLProtocol=Base-to-novel generalization2025.12 | 96.1 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 95.87 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 95.87 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 95.53 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 95.43 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 95.4 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 95.2 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 94.67 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 94.65 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 94.5 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 94.47 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 91.17 |