Fine-grained Image Classification on StanfordCars New classes
0.751AccuracyFARL
Evaluation results
| Method | Links | |
|---|---|---|
| FARLProtocol=Base-to-novel generalization2025.12 | 0.751 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 0.7504 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 0.7501 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 0.749 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 0.7489 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 0.748 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 0.7413 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 0.74 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 0.7359 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 0.731 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 0.6796 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 0.6753 |