Base-to-new class generalization on Average over 5 datasets (test)
83.18Base AccuracyULIP-2 + RC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ULIP-2 + RCprompt learning=true, regulation constraint framework=true2024.10 | 83.18 | 76.1 | 79.48 | |
| ULIP + RCprompt learning=true, regulation constraint framework=true2024.10 | 82.19 | 61.93 | 70.64 | |
| ULIP-2prompt learning=true2024.10 | 77.91 | 67.91 | 72.57 | |
| ULIPprompt learning=true2024.10 | 77.32 | 49.01 | 59.99 | |
| P-CLIPprompt learning=true2024.10 | 75.66 | 23.45 | 35.8 | |
| P-CLIP2prompt learning=true2024.10 | 74.11 | 37.84 | 50.1 |