D-LinkNet

Reported on 7 benchmarks across 3 tasks

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

Medical3 results

Semantic SegmentationonPorto
IoU
70.2
best: 73.12 (CMNeXt)
Semantic SegmentationonBJRoad
IoU
57.96
best: 63.22 (CMNeXt)
Semantic SegmentationonDeepGlobe
IoU
0.6412
best: 0.6702 (SPIN Road Mapper (ours))

Audio3 results

10-shot image generationonPorto
IoU
70.2
best: 73.12 (CMNeXt)
10-shot image generationonBJRoad
IoU
57.96
best: 63.22 (CMNeXt)
10-shot image generationonDeepGlobe
IoU
0.6412
best: 0.6702 (SPIN Road Mapper (ours))

Computer Vision1 result

Road SegmentationonDeepGlobe
IoU
0.6412
best: 0.6702 (SPIN Road Mapper (ours))