Image Classification on Food101 New classes
92.05AccuracyMaPLe
Evaluation results
| Method | Links | |
|---|---|---|
| MaPLeProtocol=Base-to-novel generalization2025.12 | 92.05 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 91.85 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 91.7 | |
| FARLProtocol=Base-to-novel generalization2025.12 | 91.53 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 91.4 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 91.37 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 91.37 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 91.3 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 91.29 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 91.22 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 90.91 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 88.77 |