Image Classification on Biomedical Datasets Average (test)
72.42AccuracyBiomedCoOp
Evaluation Results
| Method | Links | |
|---|---|---|
| BiomedCoOpK (Number of Shots)=162024.11 | 72.42 | |
| XCoOpK (Number of Shots)=16, Backbone=BiomedCLIP2024.11 | 71.04 | |
| DCPL*K (Number of Shots)=16, Backbone=BiomedCLIP2024.11 | 68.79 | |
| BiomedCoOpK (Number of Shots)=82024.11 | 68.32 | |
| XCoOpK (Number of Shots)=8, Backbone=BiomedCLIP2024.11 | 66.37 | |
| BiomedCoOpK (Number of Shots)=42024.11 | 63.95 | |
| DCPL*K (Number of Shots)=8, Backbone=BiomedCLIP2024.11 | 62.85 | |
| XCoOpK (Number of Shots)=4, Backbone=BiomedCLIP2024.11 | 60.87 | |
| BiomedCoOpK (Number of Shots)=22024.11 | 59.13 | |
| BiomedCoOpK (Number of Shots)=12024.11 | 57.03 | |
| DCPL*K (Number of Shots)=4, Backbone=BiomedCLIP2024.11 | 56.62 | |
| XCoOpK (Number of Shots)=2, Backbone=BiomedCLIP2024.11 | 55.39 | |
| BiomedCLIP + Selectionzero-shot=true, selection=true2024.11 | 53.72 | |
| XCoOpK (Number of Shots)=1, Backbone=BiomedCLIP2024.11 | 52.5 | |
| BiomedCLIP + Ensemblezero-shot=true, ensemble=true2024.11 | 52.27 | |
| DCPL*K (Number of Shots)=2, Backbone=BiomedCLIP2024.11 | 51.65 | |
| DCPL*K (Number of Shots)=1, Backbone=BiomedCLIP2024.11 | 45.65 | |
| BiomedCLIPzero-shot=true2024.11 | 42.05 |