Classification on CTKIDNEY (Base, Novel, HM)
86.93Base PerformanceBiomedCoOp
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BiomedCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 86.93 | 78.94 | 82.74 | |
| OursShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 83.88 | 81.11 | 82.47 | |
| ProGradShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 83.86 | 63.01 | 71.96 | |
| CoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 82.24 | 67.92 | 74.4 | |
| CoCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 81.96 | 56.56 | 66.93 | |
| KgCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 81.67 | 58.45 | 68.14 | |
| BiomedCLIPShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 38.55 | 52.99 | 44.63 |