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RefCOCOg

Benchmarks

Task NameDataset NameSOTA ResultTrend
Visual GroundingRefCOCOg (val)
Accuracy93.2
93
Referring Expression SegmentationRefCOCOg (val-u)
cIoU79.4
89
Referring Expression SegmentationRefCOCOg (test)
cIoU81.8
78
Referring Expression ComprehensionRefCOCOg (test-u)
Precision89.37
71
Referring Expression ComprehensionRefCOCOg (val-u)
Accuracy90.58
57
Referring Image SegmentationRefCOCOg (test(U))
mIoU81.32
46
Referring Image SegmentationRefCOCOg (val (U))
mIoU80.01
46
Referring Image SegmentationRefCOCOg (val)
oIoU75.3
37
Referring Expression GroundingRefCOCOg (test)
Accuracy90
37
Referring Expression GenerationRefCOCOg (val)
METEOR21.3
31
Referring Image SegmentationRefCOCOg (test)
cIoU77
29
LocalizationRefCOCOg (val)
Accuracy87.03
26
Referring SegmentationRefCOCOg (test)
cIoU80.1
23
Referring SegmentationrefCOCOg U (test)
cIoU71.4
22
Referring SegmentationrefCOCOg U (val)
cIoU70.1
20
Referring Expression Object SegmentationRefCOCOg UMD (val)
cIoU75.7
20
Region-Level CaptioningrefCOCOg (test)
CIDEr168.2
18
Referring Image SegmentationRefCOCOg UMD (val)
mIoU79.7
17
Visual GroundingRefCOCOg
Accuracy88.44
17
Referring Image SegmentationRefCOCOg UMD (test)
mIoU74.3
16
RECRefCOCOg
ASR95.61
16
Referring Image SegmentationRefCOCOg Google (val)
mIoU69
15
Referring Expression GroundingRefCOCOg (val)
Accuracy (IoU=0.5)86.7
14
Referring Expression ComprehensionRefCOCOg UMD (test)
Precision@0.5 IoU86.18
14
Referring SegmentationRefCOCOg
cIoU76.2
14
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