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Models/SPIN Road Mapper (ours)

SPIN Road Mapper (ours)

Reported on 12 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Medical4 results

Semantic SegmentationonMassachusetts Roads Dataset
APLS· 2021-09-16
72.49
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
Semantic SegmentationonMassachusetts Roads Dataset
IoU· 2021-09-16
65.24
best: 67.35 (RSM-SS)
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
Semantic SegmentationonDeepGlobe
APLS· 2021-09-16
0.7414
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
Semantic SegmentationonDeepGlobe
IoU· 2021-09-16
0.6702
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701

Audio4 results

10-shot image generationonMassachusetts Roads Dataset
APLS· 2021-09-16
72.49
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
10-shot image generationonMassachusetts Roads Dataset
IoU· 2021-09-16
65.24
best: 67.35 (RSM-SS)
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
10-shot image generationonDeepGlobe
APLS· 2021-09-16
0.7414
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
10-shot image generationonDeepGlobe
IoU· 2021-09-16
0.6702
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701

Computer Vision4 results

Road SegmentationonMassachusetts Roads Dataset
APLS· 2021-09-16
72.49
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
Road SegmentationonMassachusetts Roads Dataset
IoU· 2021-09-16
65.24
best: 67.35 (RSM-SS)
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
Road SegmentationonDeepGlobe
APLS· 2021-09-16
0.7414
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701
Road SegmentationonDeepGlobe
IoU· 2021-09-16
0.6702
SOTA
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving arXiv:2109.07701