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Phrase Grounding on MS-CXR

0.8449Atelectasis AccuracyLGDEA
0.5253080.6082790.691250.774221Feb 7, 2026

Evaluation results

MethodLinks
LGDEAGroup=Single Domain, Pairing ratio=10%2026.020.84490.95250.83570.95640.81720.93530.85261.0928
MedAlignerGroup=Paired Baseline2026.020.83120.60580.81440.71630.73350.84890.72491.0207
LGDEAGroup=Cross Domain, Pairing ratio=10%2026.020.83060.94160.81260.90030.78910.92140.79520.7519
LGDEAGroup=Cross Domain, Pairing ratio=5%2026.020.80110.91110.79750.87890.78680.82350.70670.6667
LGDEAGroup=Single Domain, Pairing ratio=5%2026.020.80.91270.80710.90320.80810.78490.79020.9742
AFLocGroup=Paired Baseline2026.020.79410.59280.76880.68940.62710.74840.6810.9866
CLEFTGroup=Paired Baseline2026.020.68710.56870.64920.56990.49890.72590.59760.7974
CARZeroGroup=Paired Baseline2026.020.67570.52140.68890.55720.52090.84380.63260.9672
PRIORGroup=Paired Baseline2026.020.64520.56010.58760.66240.55480.66930.65640.8221
MGCAGroup=Paired Baseline2026.020.63380.5680.65430.55860.52470.83240.5240.8207
GLoRIAGroup=Paired Baseline2026.020.60880.52530.61940.53760.50620.73080.58960.8991
MAVLGroup=Paired Baseline2026.020.58110.54170.54860.63810.51150.70560.59520.7601
MedKLIPGroup=Paired Baseline2026.020.5570.52820.59210.59260.49050.67810.58580.6398
MedCLIPGroup=Paired Baseline2026.020.55540.52530.57670.55990.44330.61750.46860.5076
BioViLGroup=Paired Baseline2026.020.53760.50140.58520.52660.47270.46020.48820.5841