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SOTA Referring Expression Segmentation benchmarks and papers with code | Wizwand
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Referring Expression Segmentation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
RefCOCO (testA)
Empirical Upper Bound
cIoU
91.2
332
18d ago
RefCOCO+ (testA)
Empirical Upper Bound
cIoU
91.2
305
18d ago
RefCOCO+ (val)
Empirical Upper Bound
cIoU
91.2
284
1mo ago
RefCOCO (val)
Empirical Upper Bound
cIoU
91.2
273
1mo ago
RefCOCO (testB)
Empirical Upper Bound
cIoU
92
259
1mo ago
RefCOCO+ (testB)
Empirical Upper Bound
cIoU
92.1
256
1mo ago
RefCOCOg (val)
FlowSeg
cIoU
86.5
185
1mo ago
RefCOCOg (test)
FlowSeg
cIoU
86.1
183
18d ago
RefCOCOg (val-u)
X-SAM + Phi3 3.8B
cIoU
83.8
95
1mo ago
RefCOCOg (test-u)
HyperSeg
cIoU
78.9
78
1mo ago
RefCOCOg UMD (val)
LISA
mIoU
69.5
52
1mo ago
refCOCO UMD (val)
X-SAM
cIoU
85.1
50
4mo ago
RefCOCOg UMD (test-u)
SAFARI
mIoU
71.06
46
1mo ago
RefCOCO+ UMD (testB)
Learning to Label
Overall IoU
50.43
34
1mo ago
RefCOCO+ UMD (testA)
Learning to Label
Overall IoU
63.74
34
1mo ago
RefCOCO+ UMD (val)
Learning to Label
Overall IoU
57.95
34
1mo ago
RefCOCO UMD (testB)
Learning to Label
Overall IoU
62.63
34
1mo ago
RefCOCO UMD partition (test A)
Learning to Label
Overall IoU
71.53
34
1mo ago
RRSIS-D
RemoteAgent
mIoU
71.08
27
3mo ago
RefCOCO-g UMD partition (test)
GenMask
oIoU
76.5
23
4mo ago
RefCOCO-g UMD partition (val)
GenMask
oIoU
75.6
23
4mo ago
RefCOCO+ UMD partition (test B)
GenMask
oIoU
68.1
23
4mo ago
RefCOCO+ UMD partition (test A)
GLaMM
oIoU
78.7
23
4mo ago
RefCOCO UMD partition (test B)
GenMask
oIoU
79.4
23
4mo ago
RefCOCO UNC (val)
GSVA-Llama2-13B
cIoU
79.2
20
4mo ago
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