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Table 1. 

Classification and Behavioral Performance

Stimulus Type
Human Performance (Shape Discrimination)
Classifier Performance (Localization)
RT (msec)
SEM
d′
SEM
Onset Latency (msec)
Peak Latency (msec)
SEM
Peak Performance (% Correct)
SEM
High luminance 583 27 4.04 0.25 59 131 80 2.2 
Low luminance 600 27 4.18 0.26 66 141 80 2.2 
Isoluminant color 614 25 3.96 0.21 94 184 14 83 1.7 
Mean first-order 598 26 4.06 0.21 73 152 8 81 2 
Orientation 755 29 2.07 0.13 160 263 25 68 1.7 
Pop-out 831 32 0.66 0.09 196 307 24 69 
Conjunction 855 46 0.32 0.1 223 314 19 64 1.4 
Mean second-order 813 39 1.02 0.09 193 295 23 67 1.7 
Stimulus Type
Human Performance (Shape Discrimination)
Classifier Performance (Localization)
RT (msec)
SEM
d′
SEM
Onset Latency (msec)
Peak Latency (msec)
SEM
Peak Performance (% Correct)
SEM
High luminance 583 27 4.04 0.25 59 131 80 2.2 
Low luminance 600 27 4.18 0.26 66 141 80 2.2 
Isoluminant color 614 25 3.96 0.21 94 184 14 83 1.7 
Mean first-order 598 26 4.06 0.21 73 152 8 81 2 
Orientation 755 29 2.07 0.13 160 263 25 68 1.7 
Pop-out 831 32 0.66 0.09 196 307 24 69 
Conjunction 855 46 0.32 0.1 223 314 19 64 1.4 
Mean second-order 813 39 1.02 0.09 193 295 23 67 1.7 

This table lists human and classifier response measures on orthogonal tasks (shape discrimination and location prediction, respectively) performed on the same stimulus set.

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