Classification on Average over 10 datasets
79.03Base ScoreOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 79.03 | 75.6 | 77.28 | |
| BiomedCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 76.26 | 73.92 | 75.07 | |
| CoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 73.85 | 64.75 | 67.23 | |
| CoCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 72.26 | 67.03 | 67.22 | |
| ProGradShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 71.67 | 66.93 | 67.43 | |
| KgCoOpShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 68.36 | 64.08 | 64.61 | |
| BiomedCLIPShot=16, Evaluation protocol=base-to-novel generalization, Number of runs=32026.06 | 47.84 | 65.42 | 53.81 |