Classification on OCTMNIST (Base, Novel, HM)
85.4Base AccuracyOurs
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OursShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 85.4 | 52.8 | 65.25 | |
| BiomedCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 80.33 | 50.07 | 61.69 | |
| CoCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 79.6 | 50.47 | 61.77 | |
| CoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 75 | 50.23 | 60.17 | |
| ProGradShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 74.2 | 50.02 | 59.76 | |
| KgCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 68.2 | 50.13 | 57.79 | |
| BiomedCLIPShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 56.6 | 50 | 53.1 |