Few-Shot Classification on Fashion Outfits 55 classes (test)
45.4AccuracyLiteEmbed
Evaluation results
| Method | Links | |
|---|---|---|
| LiteEmbedShots=4-shot2026.01 | 45.4 | |
| CoOpShots=4-shot2026.01 | 30.7 | |
| MaPLeShots=4-shot2026.01 | 17.5 | |
| CoCoOpShots=4-shot2026.01 | 12.3 | |
| CLIP-AdapterShots=4-shot2026.01 | 11.4 | |
| TIP-Adapter-FShots=4-shot2026.01 | 11.1 | |
| DiffTPTShots=4-shot2026.01 | 8.1 | |
| CLIP Zero-ShotShots=0-shot2026.01 | 7.6 | |
| DynaPromptShots=4-shot2026.01 | 6.8 | |
| C-TPTShots=4-shot2026.01 | 6.6 | |
| PromptAlignShots=4-shot2026.01 | 6.1 |