| few-shot-learning-on-dtd | CAL | #3 | 4-shot Accuracy: 40.98-shot Accuracy: 50.412-shot Accuracy: 54.6… |
| few-shot-learning-on-fgvc-aircraft-1 | CAL | #2 | Harmonic mean: 35.24-shot Accuracy: 35.28-shot Accuracy: 55.4… |
| few-shot-learning-on-stanford-cars | CAL | #3 | 4-shot Accuracy: 42.28-shot Accuracy: 71.812-shot Accuracy: 82.9… |
| fine-grained-image-classification-on-cub-200-1 | CAL | #8 | Accuracy: 90.6 |
| fine-grained-image-classification-on-fgvc | CAL | #9 | Accuracy: 94.2 |
| fine-grained-image-classification-on-stanford | CAL | #10 | Accuracy: 95.5% |
| mitigating-contextual-bias-on-fgvc-aircraft | CAL + ALIA | #2 | Top-1 Accuracy (%): 71.8OOD Accuracy (%): 25.1 |
| mitigating-contextual-bias-on-fgvc-aircraft | CAL | #4 | Top-1 Accuracy (%): 71.0OOD Accuracy (%): 10.2 |
| person-re-identification-on-dukemtmc-reid | CAL | #40 | mAP: 80.5Rank-1: 90 |
| person-re-identification-on-market-1501 | CAL | #47 | Rank-1: 95.5mAP: 89.5 |
| person-re-identification-on-msmt17 | CAL(ResNet50) | #21 | mAP: 64Rank-1: 84.2 |
| vehicle-re-identification-on-vehicleid-large | CAL | #8 | Rank-1: 75.1mAP: 80.9 |
| vehicle-re-identification-on-vehicleid-medium | CAL | #7 | Rank-1: 78.2mAP: 83.8 |
| vehicle-re-identification-on-vehicleid-small | CAL | #9 | Rank-1: 82.5mAP: 87.8 |
| vehicle-re-identification-on-veri-776 | CAL | #12 | mAP: 74.3Rank-1: 95.4Rank5: 97.9 |