Image Classification on StanfordCars (novel)
75.47AccuracyDept
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Dept2024.10 | 75.47 | — | — | — | |
| LPT2024.10 | 75.47 | — | — | — | |
| PromptSRC2024.10 | 74.97 | — | — | — | |
| CLIP2024.10 | 74.89 | — | — | — | |
| 2SFS2024.10 | 74.8 | — | — | — | |
| TCP2024.10 | 74.13 | — | — | — | |
| MaPLe2024.10 | 74 | — | — | — | |
| CoCoOp2024.10 | 73.59 | — | — | — | |
| MMA2024.10 | 73.1 | — | — | — | |
| LASP2024.10 | 71.6 | — | — | — | |
| CoOp2024.10 | 60.4 | — | — | — | |
| CLIPsetting=Base-to-Novel Generalization2025.12 | — | 63.37 | 74.89 | 68.65 | |
| Co-CoOpsetting=Base-to-Novel Generalization2025.12 | — | 70.49 | 73.29 | 72.01 | |
| CoOpsetting=Base-to-Novel Generalization2025.12 | — | 78.12 | 60.4 | 68.13 | |
| CoPromptsetting=Base-to-Novel Generalization2025.12 | — | 76.97 | 74.4 | 75.66 | |
| KgCoOpsetting=Base-to-Novel Generalization2025.12 | — | 71.76 | 75.04 | 73.36 | |
| MaPLesetting=Base-to-Novel Generalization2025.12 | — | 72.94 | 74.04 | 73.47 | |
| MMAsetting=Base-to-Novel Generalization2025.12 | — | 78.5 | 73.1 | 75.7 | |
| PromptSRCsetting=Base-to-Novel Generalization2025.12 | — | 76.87 | 75 | 75.94 | |
| RMAdaptersetting=Base-to-Novel Generalization2025.12 | — | 80.6 | 75.1 | 77.75 | |
| TCPsetting=Base-to-Novel Generalization2025.12 | — | 80.8 | 74.13 | 77.32 |