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Models/SSD (VGG-16)

SSD (VGG-16)

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology8 results

3DonCOCO-O
Effective Robustness· 2015-12-08
0.36
best: 28.86 (EVA)
SOTA
SSD: Single Shot MultiBox Detector arXiv:1512.02325
2D ClassificationonCOCO-O
Effective Robustness· 2015-12-08
0.36
best: 28.86 (EVA)
SOTA
SSD: Single Shot MultiBox Detector arXiv:1512.02325
2D Object DetectiononCOCO-O
Effective Robustness· 2015-12-08
0.36
best: 28.86 (EVA)
SOTA
SSD: Single Shot MultiBox Detector arXiv:1512.02325
16konCOCO-O
Effective Robustness· 2015-12-08
0.36
best: 28.86 (EVA)
SOTA
SSD: Single Shot MultiBox Detector arXiv:1512.02325
3DonCOCO-O
Average mAP· 2015-12-08
13.6
best: 57.8 (EVA)
SSD: Single Shot MultiBox Detector arXiv:1512.02325
2D ClassificationonCOCO-O
Average mAP· 2015-12-08
13.6
best: 57.8 (EVA)
SSD: Single Shot MultiBox Detector arXiv:1512.02325
2D Object DetectiononCOCO-O
Average mAP· 2015-12-08
13.6
best: 57.8 (EVA)
SSD: Single Shot MultiBox Detector arXiv:1512.02325
16konCOCO-O
Average mAP· 2015-12-08
13.6
best: 57.8 (EVA)
SSD: Single Shot MultiBox Detector arXiv:1512.02325

Computer Vision2 results

Object DetectiononCOCO-O
Effective Robustness· 2015-12-08
0.36
best: 28.86 (EVA)
SOTA
SSD: Single Shot MultiBox Detector arXiv:1512.02325
Object DetectiononCOCO-O
Average mAP· 2015-12-08
13.6
best: 57.8 (EVA)
SSD: Single Shot MultiBox Detector arXiv:1512.02325