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Models/YOLOv3 (D53)

YOLOv3 (D53)

Reported on 15 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.

Methodology12 results

3DonBigDetection val
AP· 2022-03-24
9.7
best: 24.1 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
3DonBigDetection val
AP50· 2022-03-24
17.4
best: 33 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
3DonBigDetection val
AP75· 2022-03-24
9.7
best: 25.8 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
2D ClassificationonBigDetection val
AP· 2022-03-24
9.7
best: 24.1 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
2D ClassificationonBigDetection val
AP50· 2022-03-24
17.4
best: 33 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
2D ClassificationonBigDetection val
AP75· 2022-03-24
9.7
best: 25.8 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
2D Object DetectiononBigDetection val
AP· 2022-03-24
9.7
best: 24.1 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
2D Object DetectiononBigDetection val
AP50· 2022-03-24
17.4
best: 33 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
2D Object DetectiononBigDetection val
AP75· 2022-03-24
9.7
best: 25.8 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
16konBigDetection val
AP· 2022-03-24
9.7
best: 24.1 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
16konBigDetection val
AP50· 2022-03-24
17.4
best: 33 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
16konBigDetection val
AP75· 2022-03-24
9.7
best: 25.8 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249

Computer Vision3 results

Object DetectiononBigDetection val
AP· 2022-03-24
9.7
best: 24.1 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
Object DetectiononBigDetection val
AP50· 2022-03-24
17.4
best: 33 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249
Object DetectiononBigDetection val
AP75· 2022-03-24
9.7
best: 25.8 (Cascade R-CNN (R50-FPN))
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training arXiv:2203.13249