Few-Shot Classification on Landmarks 35 classes (test)
74.3AccuracyLiteEmbed
Evaluation results
| Method | Links | |
|---|---|---|
| LiteEmbedShots=4-shot2026.01 | 74.3 | |
| MaPLeShots=4-shot2026.01 | 65.7 | |
| CoOpShots=4-shot2026.01 | 58.2 | |
| TIP-Adapter-FShots=4-shot2026.01 | 57.9 | |
| CoCoOpShots=4-shot2026.01 | 57.1 | |
| CLIP-AdapterShots=4-shot2026.01 | 49.3 | |
| DynaPromptShots=4-shot2026.01 | 45.7 | |
| DiffTPTShots=4-shot2026.01 | 38.6 | |
| C-TPTShots=4-shot2026.01 | 36.1 | |
| CLIP Zero-ShotShots=0-shot2026.01 | 35.6 | |
| PromptAlignShots=4-shot2026.01 | 33.9 |