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Models/SPNet

SPNet

Reported on 21 benchmarks across 10 tasks · 2 papers · 12 SOTA

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

Computer Vision10 results

Person SearchonPRW
Top-1· 2024-12-06
90.9
SOTA
Swap Path Network for Robust Person Search Pre-training arXiv:2412.05433
Person SearchonPRW
mAP· 2024-12-06
61.2
SOTA
Swap Path Network for Robust Person Search Pre-training arXiv:2412.05433
Object DetectiononDSEC
mAP· 2021-08-18
27.7
best: 38 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
Object DetectiononPKU-DDD17-Car
mAP50· 2021-08-18
84.7
best: 86.7 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
Person SearchonCUHK-SYSU
MAP· 2024-12-06
96.4
Swap Path Network for Robust Person Search Pre-training arXiv:2412.05433
Person SearchonCUHK-SYSU
Top-1· 2024-12-06
97
Swap Path Network for Robust Person Search Pre-training arXiv:2412.05433
Scene SegmentationonRGB-T-Glass-Segmentation
MAE· 2021-08-18
0.041
best: 0.024 (RGB-T-Glass-Segmentation)
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
Zero-Shot Semantic SegmentationonPASCAL VOC
Transductive Setting hIoU
38.8
best: 94.4 (OTSeg+)
Zero-Shot Semantic SegmentationonCOCO-Stuff
Inductive Setting hIoU
14
best: 41.5 (OTSeg+)
Zero-Shot Semantic SegmentationonCOCO-Stuff
Transductive Setting hIoU
30.3
best: 49.8 (OTSeg+)

Methodology9 results

3DonDSEC
mAP· 2021-08-18
27.7
best: 38 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
3DonPKU-DDD17-Car
mAP50· 2021-08-18
84.7
best: 86.7 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
2D ClassificationonDSEC
mAP· 2021-08-18
27.7
best: 38 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
2D ClassificationonPKU-DDD17-Car
mAP50· 2021-08-18
84.7
best: 86.7 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
2D Object DetectiononDSEC
mAP· 2021-08-18
27.7
best: 38 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
2D Object DetectiononPKU-DDD17-Car
mAP50· 2021-08-18
84.7
best: 86.7 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
16konDSEC
mAP· 2021-08-18
27.7
best: 38 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
16konPKU-DDD17-Car
mAP50· 2021-08-18
84.7
best: 86.7 (CAFR)
SOTA
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162
2D Object DetectiononRGB-T-Glass-Segmentation
MAE· 2021-08-18
0.041
best: 0.024 (RGB-T-Glass-Segmentation)
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162

Medical1 result

Semantic SegmentationonRGB-T-Glass-Segmentation
MAE· 2021-08-18
0.041
best: 0.024 (RGB-T-Glass-Segmentation)
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162

Audio1 result

10-shot image generationonRGB-T-Glass-Segmentation
MAE· 2021-08-18
0.041
best: 0.024 (RGB-T-Glass-Segmentation)
Specificity-preserving RGB-D Saliency Detection arXiv:2108.08162