Fine-grained Image Classification on OxfordPets (New classes)
98.07AccuracyMMA
Evaluation Results
| Method | Links | |
|---|---|---|
| MMAProtocol=Base-to-novel generalization2025.12 | 98.07 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 97.76 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 97.76 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 97.69 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 97.65 | |
| FARLProtocol=Base-to-novel generalization2025.12 | 97.63 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 97.27 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 97.26 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 97.2 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 97 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 96.83 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 96 |