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Artwork Outpainting on IconArt (test)

59.03APGT
27.8335.9344.0352.13Jul 7, 2026

Evaluation results

MethodLinks
GT2026.0759.03—————77.16
BlueOut*Time(s)=7.50, guidance=features extracted after the cross-attention layer in Stage 1 U-Net2026.0743.639.07299.05776.660920.556.876663.61
BlueOutTime(s)=7.502026.0743.369.30649.06356.751420.336.794963.82
ProOutTime(s)=18.312026.0735.9510.30329.28547.251520.526.858556.23
PowerPaintTime(s)=13.992026.0735.3710.53749.44037.483420.036.442355.03
SD InpaintingTime(s)=13.432026.0735.2610.75989.53367.621920.076.704155.39
PQDiffmode=copy2026.0729.0325.303241.150131.828320.315.014443.04
PQDiffmode=gen2026.07—30.894254.028238.026819.93.8542—