RefCOCO+
Benchmarks
TaskDatasetSOTA resultTrendResults
RefCOCO+ (val)
90.4Accuracy
354
RefCOCO+ (testA)
91.2cIoU
305
RefCOCO+ (test B)
78.84mIoU
276
RefCOCO+ (val)
91.4Accuracy
264
RefCOCO+ (testA)
94.7Accuracy
256
RefCOCO+ (testB)
92.1cIoU
256
RefCOCO+ (testA)
91.81Accuracy
216
RefCOCO+ (test-A)
94.7Accuracy
172
RefCOCO+ (test-B)
85.6Accuracy
167
RefCOCO+ (testA)
2,982mIoU
121
RefCOCO+ (test A)
78.7oIoU
89
refCOCO+ (testA)
0.842cIoU
72
refCOCO+ (val)
80.1cIoU
68
RefCOCO+ UMD (testB)
50.43Overall IoU
34
RefCOCO+ UMD (testA)
63.74Overall IoU
34
RefCOCO+ UMD (val)
57.95Overall IoU
34
RefCOCO+ (val)
85.05Accuracy
32
RefCOCO+ (testB)
78.77Accuracy
26
RefCOCO+ (testA)
91.56Accuracy
26
RefCOCO+ (testB)
75cIoU
24
RefCOCO+ UMD partition (test B)
68.1oIoU
23
RefCOCO+ UMD partition (test A)
78.7oIoU
23
RefCOCO+ (testB)
83.5Accuracy
23
RefCOCO+ (testA)
92.8Accuracy
23
RefCOCO+ (val)
87.1Acc@0.5
18