Fine-grained Image Classification on Flowers Harmonic Mean
86.72AccuracyMMRL
Evaluation results
| Method | Links | |
|---|---|---|
| MMRLProtocol=Base-to-novel generalization2025.12 | 86.72 | |
| FARLProtocol=Base-to-novel generalization2025.12 | 86.65 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 85.48 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 85.23 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 84.52 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 83.99 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 83.65 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 83.2 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 82.56 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 81.71 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 79.44 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 74.83 |