Continual Learning on HieraMedTransfer Order II
57.5Transfer ScoreZero-shot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Zero-shotPublication=-, Backbone=BiomedCLIP2025.12 | 57.5 | 52.9 | 53 | |
| PRIMED_dynPublication=-, Backbone=BiomedCLIP, Variant=Dynamic2025.12 | 48.5 | 68 | 81.2 | |
| WiSE-FTPublication=CVPR 2022, Backbone=BiomedCLIP2025.12 | 48.3 | 64.8 | 65.9 | |
| iCaRLPublication=CVPR 2017, Backbone=BiomedCLIP2025.12 | 48.1 | 66 | 73.9 | |
| PRIMED_uniPublication=-, Backbone=BiomedCLIP, Variant=Uniform2025.12 | 48 | 67.7 | 77 | |
| Continual FTPublication=-, Backbone=BiomedCLIP2025.12 | 47.7 | 61.9 | 58.6 | |
| MoE-CLPublication=CVPR 2024, Backbone=BiomedCLIP2025.12 | 47.6 | 66.1 | 74.2 | |
| LwFPublication=TPAMI 2017, Backbone=BiomedCLIP2025.12 | 47 | 61.7 | 61.7 | |
| SNDPublication=ECCV 2024, Backbone=BiomedCLIP2025.12 | 46.9 | 61 | 53.3 | |
| GIFTPublication=CVPR 2025, Backbone=BiomedCLIP2025.12 | 46.8 | 65 | 71.3 | |
| DIKIPublication=ECCV 2024, Backbone=BiomedCLIP2025.12 | 46.6 | 65.7 | 76.7 | |
| l2 baselinePublication=-, Backbone=BiomedCLIP2025.12 | 45.8 | 63.9 | 66.8 | |
| ZSCLPublication=ICCV 2023, Backbone=BiomedCLIP2025.12 | 45.2 | 65 | 76.9 |