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Benchmarks
Classification on MIMIC-5 × 200
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80
Accuracy
LGDEA
50.8176
58.3938
65.97
73.5462
Feb 7, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
LGDEA
Zero-shot=true, Group=...
2026.02
80
LGDEA
Zero-shot=true, Group=...
2026.02
79.44
MedAligner
Zero-shot=true, Group=...
2026.02
77.89
PRIOR
Zero-shot=true, Group=...
2026.02
76.83
LGDEA
Zero-shot=true, Group=...
2026.02
76.78
AFLoc
Zero-shot=true, Group=...
2026.02
76.2
CARZero
Zero-shot=true, Group=...
2026.02
76.06
CLEFT
Zero-shot=true, Group=...
2026.02
75.47
MGCA
Zero-shot=true, Group=...
2026.02
74.87
MAVL
Zero-shot=true, Group=...
2026.02
74.6
LGDEA
Zero-shot=true, Group=...
2026.02
74.1
BioViL
Zero-shot=true, Group=...
2026.02
73.38
GLoRIA
Zero-shot=true, Group=...
2026.02
72.22
MedCLIP
Zero-shot=true, Group=...
2026.02
52.5
MedKLIP
Zero-shot=true, Group=...
2026.02
51.94
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