RefCOCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
RefCOCO (testA)
94.33Accuracy
351
RefCOCO (val)
93.7Accuracy
348
RefCOCO (testA)
91.2cIoU
332
RefCOCOg (test)
92.2Accuracy
300
RefCOCOg (val)
92.7Accuracy
300
RefCOCO+ (val)
91.2cIoU
284
RefCOCO (val)
85.72mIoU
283
RefCOCO (val)
91.2cIoU
273
RefCOCO (testB)
92cIoU
259
RefCOCO (test A)
3,081mIoU
254
RefCOCO+ (testB)
86.9Accuracy
244
RefCOCO+ (testB)
87.9Accuracy
230
RefCOCO (testB)
91.46Accuracy
213
RefCOCO+ (val)
81.28mIoU
203
RefCOCO (test B)
84.57mIoU
195
RefCOCOg (val)
86.5cIoU
185
RefCOCO (val)
95.2Accuracy
177
RefCOCO (TestA)
96.5Accuracy
167
RefCOCO (TestB)
92.6Accuracy
164
RefCOCOg (test)
93.3Accuracy
160
RefCOCO (test-B)
92.5Accuracy
160
refCOCO (val)
86.3cIoU
96
refCOCO (testA)
87.5cIoU
95
RefCOCOg (test-u)
78.9cIoU
78
refCOCOg (val)
84CIoU
72