Image Classification on Caltech101 New classes (Accuracy)
94.93AccuracyFARL
Evaluation results
| Method | Links | |
|---|---|---|
| FARLProtocol=Base-to-novel generalization2025.12 | 94.93 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 94.67 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 94.58 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 94.5 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 94.39 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 94.36 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 94.21 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 94 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 94 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 93.81 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 93.27 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 92.8 |