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Target-absent search scanpath prediction on COCO-Search18 (test)

0.382SemSSHAT
0.274880.302690.33050.35831Mar 16, 2023

Evaluation results

MethodLinks
HATbackbone=ResNet-50, pixel decoder=MSDeformAttn2023.030.3820.4021.6863.1030.961
FFMs2023.030.3760.3720.7291.5240.916
Gazeformer2023.030.3740.357———
Human consistency2023.030.3720.381———
Chen et al.2023.030.340.331-3.2781.60.925
Detector2023.030.3320.321-0.5160.4460.783
IRL2023.030.3290.3190.0321.2020.893
PathGAN2023.030.3150.25———
Fixation heuristic2023.030.3090.298-0.5990.4050.798
IVSNzero-shot=true2023.030.2790.26-0.2190.8840.867