UNC
Benchmarks
TaskDatasetSOTA resultTrendResults
UNC (testB)
66.95IoU
44
UNC (val)
69.27IoU
44
UNC+ (val)
57.48IoU
42
UNC (testA)
71.13Overall IoU
40
unc 1000 instance (stochastic constraints)
88,872Mean Cost
10
unc_575 instance (stochastic constraints)
14,032.89Mean Cost
10
unc_280 stochastic constraints instance
9,806.09Mean Objective Value
10
unc_152 instance stochastic constraints
2,094.89Mean Cost
10
UNC MS-COCO based (testB)
59.64Overall IoU
9
UNC MS-COCO based (testA)
64.53Overall IoU
9
UNC MS-COCO based (val)
61.36Overall IoU
9
UNC (test)
17Inference Time (ms)
8
UNC+ no location words MS-COCO based (testA)
53.44Overall IoU
8
UNC (target)
91F1 Score
2
UNC (University of North Carolina)
83Accuracy
2