Continual Learning on HieraMedTransfer Order I
58.3Transfer PerformancePRIMED_dyn
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRIMED_dynPublication=-, Backbone=BiomedCLIP, Variant=Dynamic2025.12 | 58.3 | 73.1 | 82.1 | |
| ZSCLPublication=ICCV 2023, Backbone=BiomedCLIP2025.12 | 57.7 | 70.5 | 77.6 | |
| Zero-shotPublication=-, Backbone=BiomedCLIP2025.12 | 57.5 | 52.9 | 53 | |
| PRIMED_uniPublication=-, Backbone=BiomedCLIP, Variant=Uniform2025.12 | 57.1 | 72.7 | 81.7 | |
| MoE-CLPublication=CVPR 2024, Backbone=BiomedCLIP2025.12 | 56.8 | 70.7 | 76.1 | |
| DIKIPublication=ECCV 2024, Backbone=BiomedCLIP2025.12 | 56.3 | 70.9 | 77.4 | |
| l2 baselinePublication=-, Backbone=BiomedCLIP2025.12 | 53.6 | 68.5 | 74.1 | |
| GIFTPublication=CVPR 2025, Backbone=BiomedCLIP2025.12 | 53.4 | 69.8 | 75.2 | |
| WiSE-FTPublication=CVPR 2022, Backbone=BiomedCLIP2025.12 | 53.2 | 69.4 | 75.2 | |
| iCaRLPublication=CVPR 2017, Backbone=BiomedCLIP2025.12 | 52.8 | 70.7 | 77.8 | |
| SNDPublication=ECCV 2024, Backbone=BiomedCLIP2025.12 | 52 | 67.5 | 70.1 | |
| Continual FTPublication=-, Backbone=BiomedCLIP2025.12 | 51.4 | 67.6 | 70.8 | |
| LwFPublication=TPAMI 2017, Backbone=BiomedCLIP2025.12 | 43.7 | 54.3 | 65.1 |