Image Classification on Average 8 datasets
93.57Average Accuracytheta_A fine-tune
Evaluation results
| Method | Links | ||
|---|---|---|---|
| theta_A fine-tuneN=–2026.05 | 93.57 | 35.91 | |
| theta_B fine-tuneN=–2026.05 | 92.9 | 35.24 | |
| BiCoN=1002026.05 | 76.02 | 18.36 | |
| BiCoN=502026.05 | 72.95 | 15.29 | |
| BiCoN=202026.05 | 66.42 | 8.76 | |
| THESEUSN=1002026.05 | 60.53 | 2.87 | |
| BiCoN=102026.05 | 60.52 | 2.86 | |
| THESEUSN=502026.05 | 60.19 | 2.53 | |
| THESEUSN=202026.05 | 59.07 | 1.41 | |
| THESEUSN=102026.05 | 58.15 | 0.49 | |
| theta_B zero-shotN=–2026.05 | 57.66 | 0 | |
| theta_B + tau_A^paddedN=–2026.05 | 49.44 | -8.22 |