Few-Shot Classification on TV100 60 classes (test)
0.357AccuracyLiteEmbed
Evaluation results
| Method | Links | |
|---|---|---|
| LiteEmbedShots=4-shot2026.01 | 0.357 | |
| TIP-Adapter-FShots=4-shot2026.01 | 0.085 | |
| CLIP Zero-ShotShots=0-shot2026.01 | 0.026 | |
| DynaPromptShots=4-shot2026.01 | 0.026 | |
| PromptAlignShots=4-shot2026.01 | 0.024 | |
| DiffTPTShots=4-shot2026.01 | 0.017 | |
| CoCoOpShots=4-shot2026.01 | 0.012 | |
| CoOpShots=4-shot2026.01 | 0.011 | |
| C-TPTShots=4-shot2026.01 | 0.01 | |
| MaPLeShots=4-shot2026.01 | 0.009 | |
| CLIP-AdapterShots=4-shot2026.01 | 0.007 |