Zero-shot Classification on Flowers102
89.86Top-1 Clean AccCLIP-PZSL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CLIP-PZSLq=0.12026.03 | 89.86 | 71.82 | — | |
| CLIP-PZSLq=0.32026.03 | 87.09 | 71.77 | — | |
| CLIP-PZSLq=0.52026.03 | 80.44 | 71.73 | — | |
| CLIP2026.01 | 66 | 0 | — | |
| R-TPT2026.01 | 65.8 | 48.8 | — | |
| CSR2026.01 | 65.8 | 53.5 | — | |
| TTE2026.01 | 65.3 | 5.5 | — | |
| Anti-Adv2026.01 | 63.5 | 25.3 | — | |
| HD2026.01 | 63.3 | 3.5 | — | |
| CLIPq=0.12026.03 | 61.67 | 71.63 | — | |
| CLIPq=0.32026.03 | 61.67 | 71.63 | — | |
| CLIPq=0.52026.03 | 61.67 | 71.63 | — | |
| LPF2026.01 | 59.8 | 33.1 | — | |
| CALIPq=0.12026.03 | 59.22 | 63.61 | — | |
| CALIPq=0.32026.03 | 59.22 | 63.61 | — | |
| CALIPq=0.52026.03 | 59.22 | 63.61 | — | |
| TTC2026.01 | 55.8 | 23.3 | — | |
| FARE2026.01 | 41.7 | 38.7 | — | |
| TeCoA2026.01 | 21.3 | 21.5 | — |