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Nodule TI-RADS classification on AIMI external zero-shot
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0.47
Precision (TI-RADS ZS)
+Rep-MTL
0.264912
0.318156
0.3714
0.424644
Mar 22, 2026
Precision (TI-RADS ZS)
Recall (TI-RADS ZS)
F1 Score (TI-RADS ZS)
Updated 25d ago
Evaluation Results
Method
Method
Links
Precision (TI-RADS ZS)
Recall (TI-RADS ZS)
F1 Score (TI-RADS ZS)
+Rep-MTL
Learning paradigm=mult...
2026.03
0.47
0.37
0.37
Vanilla Multitask
Learning paradigm=mult...
2026.03
0.44
0.3967
0.3633
Clinically Guided
Learning paradigm=mult...
2026.03
0.4167
0.3633
0.35
+RLAR
Learning paradigm=mult...
2026.03
0.4167
0.4033
0.37
ConvNeXt
Learning paradigm=sing...
2026.03
0.4139
0.3713
0.3853
EfficientNet B7
Learning paradigm=sing...
2026.03
0.2728
0.2492
0.2492
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