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Remote Sensing Image-Text Retrieval on RSITMD (test)

27.88Text Retrieval R@1MPS-CLIP
9.47214.25119.0323.809Jan 26, 2026

Evaluation results

MethodLinks
MPS-CLIPTraining Initialization=CLIP-based2026.0127.8851.1161.0622.6156.5971.1548.4
HarMATraining Initialization=CLIP-based2026.0125.8148.3760.6119.9253.2771.2146.53
Full-FT CLIPTraining Initialization=CLIP-based2026.0124.1647.1261.2820.450.5368.5445.33
PE-RSITRTraining Initialization=CLIP-based2026.0123.6744.0760.3620.150.6367.9744.47
UniAdapterTraining Initialization=CLIP-based2026.0119.8636.3251.2817.5444.8956.4639.23
SingleLanguageTraining Initialization=CLIP-based2026.0119.6940.2654.4217.6149.7366.5941.38
PIR-ITRTraining Initialization=Train from Scratch2026.0118.3642.0455.5313.3644.4761.7339.25
Linear-probe CLIPTraining Initialization=CLIP-based2026.0117.0233.1248.3513.3341.863.8936.25
KAMCLTraining Initialization=Train from Scratch2026.0116.8134.9647.1214.641.8659.8635.87
DOVETraining Initialization=Train from Scratch2026.0116.8136.850.9312.249.9366.537.73
MSATraining Initialization=Train from Scratch2026.0115.9338.550.8814.9645.2261.8637.89
VGSGNTraining Initialization=Train from Scratch2026.0114.1634.9650.6613.2342.5763.4136.5
CLIP-AdapterTraining Initialization=CLIP-based2026.0112.8328.8439.0513.340.260.0632.38
SkyCLIPTraining Initialization=CLIP-based2026.0110.1825.4435.6210.8833.2749.8227.54