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Scanpath Generation on COCO-Search18 Target Absent

0.022LDScanDiff
-1.8810.958523.79736.6355Jun 13, 2026

Evaluation results

MethodLinks
ScanDiff2026.060.0220.0120.0140.0070.020.0120.0080.0310.0080.020.008
ST-DIFFEYE2026.060.0390.0070.0240.0160.0180.0180.0140.0450.0110.0390.006
HAT2026.060.0620.0240.0360.0443.7990.042—0.106—0.07—
GazeXplain2026.060.1120.0270.0660.1090.0440.0330.0410.1620.0440.1880.041
GazeFormer2026.060.1180.0850.0690.1090.0930.0380.030.2350.1010.1520.086
TPP-Gaze2026.060.6650.1820.4760.2660.1290.7520.9170.540.6280.2810.227
ScanDiffprotocol=Best-of-N2026.0626.136103.716385.4150.0660.9110.5120.4810.5460.5330.5590.531
ST-DIFFEYEprotocol=Best-of-N2026.0626.738105.025376.6390.0680.9070.5110.4840.5570.5410.5680.542
HATprotocol=Best-of-N2026.0627.281111.527395.5140.0690.7380.491—0.541—0.547—
GazeXplainprotocol=Best-of-N2026.0630.281146.649464.4070.0740.8850.4610.4520.4850.4820.4690.471
TPP-Gazeprotocol=Best-of-N2026.0631.723130.847573.8210.0910.8880.3590.3110.4070.350.4440.376
GazeXplainEvaluation Protocol=Mean2026.0631.986189.654572.2280.0940.8130.3810.3710.3970.3820.3770.365
HATEvaluation Protocol=Mean2026.0632.378200.521630.4680.1210.6510.34—0.36—0.363—
GazeFormerEvaluation Protocol=Mean2026.0632.439188.24622.3250.10.8080.3390.3290.3450.330.3590.34
GazeFormerprotocol=Best-of-N2026.0632.439188.24622.3250.10.8080.3390.3290.3450.330.3590.34
ST-DIFFEYEEvaluation Protocol=Mean2026.0632.894202.098632.080.1160.7880.340.320.3630.3220.360.33
ScanDiffEvaluation Protocol=Mean2026.0635.257200.334654.090.1150.8070.3440.3320.3610.3440.2730.243
TPP-GazeEvaluation Protocol=Mean2026.0647.572200.067916.6260.1290.7770.2240.2030.2360.2090.3620.344