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Finding Classification on CT-RATE short zero-shot original taxonomy

0.7698AUROCCOLIPRI
0.5620080.6159540.66990.723846Jun 23, 2026

Evaluation results

MethodLinks
COLIPRIPrompt Type=short, Inference Mode=zero-shot, Zero-shot-specific text augmentation=true2026.060.7698
JoliaPrompt Type=short, Inference Mode=zero-shot2026.060.7418
JoliaPrompt Type=short, Inference Mode=zero-shot, Representation=[CLS]2026.060.7346
CLIP BaselinePrompt Type=short, Inference Mode=zero-shot2026.060.7138
CT-CLIPPrompt Type=short, Inference Mode=zero-shot2026.060.7107
Pillar-0-ChestPrompt Type=short, Inference Mode=zero-shot2026.060.7086
MerlinPrompt Type=short, Inference Mode=zero-shot2026.060.6502
Pillar-0-AbdPrompt Type=short, Inference Mode=zero-shot2026.060.6404
SPECTREPrompt Type=short, Inference Mode=zero-shot2026.060.57