Fine-grained Image Classification on Flowers Base classes
98.9AccuracyFARL
Evaluation results
| Method | Links | |
|---|---|---|
| FARLProtocol=Base-to-novel generalization2025.12 | 98.9 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 98.87 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 98.42 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 97.93 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 97.77 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 97.73 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 97.66 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 97.27 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 95.92 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 95 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 94.87 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 72.08 |