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ResearchFormerly WizWand

Referring Image Segmentation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated
RefCOCO (val)
85.72mIoU
Referring Image Segmentation on RefCOCO (val) performance trend
283
Jun 23, 2026
RefCOCO (test A)
3,081mIoU
Referring Image Segmentation on RefCOCO (test A) performance trend
254
Jun 23, 2026
RefCOCO+ (val)
81.28mIoU
Referring Image Segmentation on RefCOCO+ (val) performance trend
203
Jun 23, 2026
G-Ref (val)
75.54mIoU
Referring Image Segmentation on G-Ref (val) performance trend
95
Feb 27, 2026
RefCOCO+ (test A)
78.7oIoU
Referring Image Segmentation on RefCOCO+ (test A) performance trend
89
Feb 27, 2026
ReferIt (test)
76.18IoU
Referring Image Segmentation on ReferIt (test) performance trend
59
Mar 20, 2026