Image Classification on Caltech101 Base classes
99.23AccuracyFARL
Evaluation results
| Method | Links | |
|---|---|---|
| FARLProtocol=Base-to-novel generalization2025.12 | 99.23 | |
| ProVPProtocol=Base-to-novel generalization2025.12 | 98.92 | |
| MMRLProtocol=Base-to-novel generalization2025.12 | 98.83 | |
| PLOTProtocol=Base-to-novel generalization2025.12 | 98.53 | |
| MMAProtocol=Base-to-novel generalization2025.12 | 98.4 | |
| TCPProtocol=Base-to-novel generalization2025.12 | 98.23 | |
| MetaPromptProtocol=Base-to-novel generalization2025.12 | 98.13 | |
| CoCoOpProtocol=Base-to-novel generalization2025.12 | 97.96 | |
| CoOpProtocol=Base-to-novel generalization2025.12 | 97.8 | |
| MaPLeProtocol=Base-to-novel generalization2025.12 | 97.74 | |
| KgCoOpProtocol=Base-to-novel generalization2025.12 | 97.72 | |
| CLIPProtocol=Base-to-novel generalization2025.12 | 96.84 |