TASK
DATASET
MODEL
METRIC NAME
METRIC VALUE
GLOBAL RANK
EXTRA DATA
REMOVE
Referring Expression Segmentation
DAVIS 2017 (val)
PolyFormer
J&F 1st frame
61.5
# 4
Referring Expression Comprehension
RefCoco+
PolyFormer-L
Val
84.98
# 4
Referring Expression Comprehension
RefCoco+
PolyFormer-L
Test A
89.77
# 3
Referring Expression Comprehension
RefCoco+
PolyFormer-L
Test B
77.97
# 4
Referring Expression Comprehension
RefCoco+
PolyFormer-B
Val
83.73
# 5
Referring Expression Comprehension
RefCoco+
PolyFormer-B
Test A
88.6
# 5
Referring Expression Comprehension
RefCoco+
PolyFormer-B
Test B
76.38
# 5
Referring Expression Comprehension
RefCOCO
PolyFormer-L
Val
90.38
# 6
Referring Expression Comprehension
RefCOCO
PolyFormer-L
Test A
92.89
# 4
Referring Expression Comprehension
RefCOCO
PolyFormer-L
Test B
87.16
# 4
Referring Expression Comprehension
RefCOCO
PolyFormer-B
Val
89.73
# 7
Referring Expression Comprehension
RefCOCO
PolyFormer-B
Test A
91.73
# 6
Referring Expression Comprehension
RefCOCO
PolyFormer-B
Test B
86.03
# 5
Referring Expression Comprehension
RefCOCOg-test
PolyFormer-B
Accuracy
84.96
# 6
Referring Expression Segmentation
RefCOCOg-test
PolyFormer-B
Overall IoU
69.05
# 5
Referring Expression Segmentation
RefCOCOg-test
PolyFormer-B
Mean IoU
69.88
# 2
Referring Expression Comprehension
RefCOCOg-test
PolyFormer-L
Accuracy
85.91
# 5
Referring Expression Segmentation
RefCOCOg-test
PolyFormer-L
Overall IoU
70.19
# 4
Referring Expression Segmentation
RefCOCOg-test
PolyFormer-L
Mean IoU
71.17
# 1
Referring Expression Segmentation
RefCOCOg-val
PolyFormer-L
Overall IoU
69.2
# 5
Referring Expression Segmentation
RefCOCOg-val
PolyFormer-L
Mean IoU
71.15
# 1
Referring Expression Comprehension
RefCOCOg-val
PolyFormer-B
Accuracy
84.46
# 7
Referring Expression Comprehension
RefCOCOg-val
PolyFormer-L
Accuracy
85.83
# 6
Referring Expression Segmentation
RefCOCOg-val
PolyFormer-B
Overall IoU
67.76
# 6
Referring Expression Segmentation
RefCOCOg-val
PolyFormer-B
Mean IoU
69.36
# 2
Referring Expression Segmentation
RefCOCO testA
PolyFormer-B
Overall IoU
76.64
# 7
Referring Expression Segmentation
RefCOCO testA
PolyFormer-B
Mean IoU
77.09
# 2
Referring Expression Segmentation
RefCOCO testA
PolyFormer-L
Overall IoU
78.29
# 5
Referring Expression Segmentation
RefCOCO testA
PolyFormer-L
Mean IoU
78.49
# 1
Referring Expression Segmentation
RefCOCO+ testA
PolyFormer-B
Overall IoU
72.89
# 6
Referring Expression Segmentation
RefCOCO+ testA
PolyFormer-B
Mean IoU
74.51
# 2
Referring Expression Segmentation
RefCOCO+ testA
PolyFormer-L
Overall IoU
74.56
# 5
Referring Expression Segmentation
RefCOCO+ testA
PolyFormer-L
Mean IoU
75.71
# 1
Referring Expression Segmentation
RefCOCO testB
PolyFormer-B
Overall IoU
71.06
# 4
Referring Expression Segmentation
RefCOCO testB
PolyFormer-B
Mean IoU
73.22
# 2
Referring Expression Segmentation
RefCOCO testB
PolyFormer-L
Overall IoU
73.25
# 3
Referring Expression Segmentation
RefCOCO testB
PolyFormer-L
Mean IoU
74.83
# 1
Referring Expression Segmentation
RefCOCO+ test B
PolyFormer-B
Overall IoU
59.33
# 6
Referring Expression Segmentation
RefCOCO+ test B
PolyFormer-B
Mean IoU
64.64
# 2
Referring Expression Segmentation
RefCOCO+ test B
PolyFormer-L
Overall IoU
61.87
# 5
Referring Expression Segmentation
RefCOCO+ test B
PolyFormer-L
Mean IoU
66.73
# 1
Referring Expression Segmentation
RefCoCo val
PolyFormer-L
Overall IoU
75.96
# 3
Referring Expression Segmentation
RefCoCo val
PolyFormer-L
Overall IoU
75.96
# 6
Referring Expression Segmentation
RefCoCo val
PolyFormer-L
Mean IoU
76.94
# 1
Referring Expression Segmentation
RefCoCo val
PolyFormer-B
Overall IoU
74.82
# 5
Referring Expression Segmentation
RefCoCo val
PolyFormer-B
Overall IoU
74.82
# 8
Referring Expression Segmentation
RefCOCO+ val
PolyFormer-B
Overall IoU
67.64
# 8
Referring Expression Segmentation
RefCOCO+ val
PolyFormer-B
Mean IoU
70.65
# 2
Referring Expression Segmentation
RefCOCO+ val
PolyFormer-L
Overall IoU
69.33
# 7
Referring Expression Segmentation
RefCOCO+ val
PolyFormer-L
Mean IoU
72.15
# 1
Referring Expression Segmentation
ReferIt
PolyFormer-B
Overall IoU
71.91
# 2
Referring Expression Segmentation
ReferIt
PolyFormer-B
Mean IoU
65.98
# 2
Referring Expression Segmentation
ReferIt
PolyFormer-L
Overall IoU
72.6
# 1
Referring Expression Segmentation
ReferIt
PolyFormer-L
Mean IoU
67.22
# 1