BRINet

Reported on 8 benchmarks across 2 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

Instance SegmentationonRefCoCo val
Overall IoU
61.35
best: 85.41 (DeRIS-L)
Instance SegmentationonRefCOCO+ val
Overall IoU
48.57
best: 79.4 (MLCD-Seg-7B)
Instance SegmentationonRefCOCO+ test B
Overall IoU
42.13
best: 75.6 (MLCD-Seg-7B)
Instance SegmentationonRefCOCO+ testA
Overall IoU
52.87
best: 83.5 (HyperSeg)
Referring Expression SegmentationonRefCoCo val
Overall IoU
61.35
best: 85.41 (DeRIS-L)
Referring Expression SegmentationonRefCOCO+ val
Overall IoU
48.57
best: 79.4 (MLCD-Seg-7B)
Referring Expression SegmentationonRefCOCO+ test B
Overall IoU
42.13
best: 75.6 (MLCD-Seg-7B)
Referring Expression SegmentationonRefCOCO+ testA
Overall IoU
52.87
best: 83.5 (HyperSeg)