Zero-shot Medical Image Classification on Multi-domain Medical Imaging (test)
49Radiology AccuracyPhenoLIP
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PhenoLIPzero-shot=true, specialization=Phenotype-centric2026.02 | 49 | 55.1 | 58.3 | 23.2 | 7.9 | 51.6 | 10.8 | 36.6 | |
| KADzero-shot=true, specialization=Radiology2026.02 | 41.4 | 31.3 | 22.1 | 9.1 | 3.7 | 22.6 | 1.7 | 18.8 | |
| DermLIPzero-shot=true, specialization=Dermatology2026.02 | 31.6 | 62 | 19.1 | 5.6 | 6.6 | 25.2 | 2.4 | 21.8 | |
| KEEPzero-shot=true, specialization=Pathology2026.02 | 14 | 23.6 | 91.5 | 8.7 | 8.3 | 21.5 | 1.7 | 24.2 |