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Models/SAGate

SAGate

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Methodology8 results

3DonDSEC
mAP· 2020-07-17
19.6
best: 38 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
3DonPKU-DDD17-Car
mAP50· 2020-07-17
82
best: 86.7 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
2D ClassificationonDSEC
mAP· 2020-07-17
19.6
best: 38 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
2D ClassificationonPKU-DDD17-Car
mAP50· 2020-07-17
82
best: 86.7 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
2D Object DetectiononDSEC
mAP· 2020-07-17
19.6
best: 38 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
2D Object DetectiononPKU-DDD17-Car
mAP50· 2020-07-17
82
best: 86.7 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
16konDSEC
mAP· 2020-07-17
19.6
best: 38 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
16konPKU-DDD17-Car
mAP50· 2020-07-17
82
best: 86.7 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183

Computer Vision2 results

Object DetectiononDSEC
mAP· 2020-07-17
19.6
best: 38 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183
Object DetectiononPKU-DDD17-Car
mAP50· 2020-07-17
82
best: 86.7 (CAFR)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation arXiv:2007.09183