paper-with-me

Object Detection 벤치마크

Object Detection on BigDetection val

30개 결과 · ⬇ CSV · JSON

AP

9.7 13.3 16.9 20.5 24.1 2022-03 2026-09 Cascade R-CNN (R50-FPN) — 24.1 (2022-03-24) CenterNet2 (R50-FPN) — 23.1 (2022-03-24) Faster R-CNN (R50-FPN) — 19.4 (2022-03-24) Faster R-CNN (R50) — 18.9 (2022-03-24) Deformable DETR (R50) — 13.1 (2022-03-24) YOLOv3 (D53) — 9.7 (2022-03-24) Cascade R-CNN (R50-FPN) — 24.1 (2022-03-24) CenterNet2 (R50-FPN) — 23.1 (2022-03-24) Faster R-CNN (R50-FPN) — 19.4 (2022-03-24) Faster R-CNN (R50) — 18.9 (2022-03-24) Deformable DETR (R50) — 13.1 (2022-03-24) YOLOv3 (D53) — 9.7 (2022-03-24) Cascade R-CNN (R50-FPN) — 24.1 (2022-03-24) CenterNet2 (R50-FPN) — 23.1 (2022-03-24) Faster R-CNN (R50-FPN) — 19.4 (2022-03-24) Faster R-CNN (R50) — 18.9 (2022-03-24) Deformable DETR (R50) — 13.1 (2022-03-24) YOLOv3 (D53) — 9.7 (2022-03-24) Cascade R-CNN (R50-FPN) — 24.1 (2022-03-24) CenterNet2 (R50-FPN) — 23.1 (2022-03-24) Faster R-CNN (R50-FPN) — 19.4 (2022-03-24) Faster R-CNN (R50) — 18.9 (2022-03-24) Deformable DETR (R50) — 13.1 (2022-03-24) YOLOv3 (D53) — 9.7 (2022-03-24) Cascade R-CNN (R50-FPN) — 24.1 (2022-03-24) CenterNet2 (R50-FPN) — 23.1 (2022-03-24) Faster R-CNN (R50-FPN) — 19.4 (2022-03-24) Faster R-CNN (R50) — 18.9 (2022-03-24) Deformable DETR (R50) — 13.1 (2022-03-24) YOLOv3 (D53) — 9.7 (2022-03-24) Cascade R-CNN (R50-FPN) — 24.1 (2022-03-24)
RankModel APAP50AP75 PaperCodeYear
1 Cascade R-CNN (R50-FPN) 24.133.025.8 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
2 CenterNet2 (R50-FPN) 23.130.224.9 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
3 Faster R-CNN (R50-FPN) 19.429.321.3 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
4 Faster R-CNN (R50) 18.928.820.5 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
5 Deformable DETR (R50) 13.119.314.2 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
6 YOLOv3 (D53) 9.717.49.7 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
7 Cascade R-CNN (R50-FPN) 24.133.025.8 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
8 CenterNet2 (R50-FPN) 23.130.224.9 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
9 Faster R-CNN (R50-FPN) 19.429.321.3 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
10 Faster R-CNN (R50) 18.928.820.5 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training amazon-science/bigdetection · amazon-research/bigdetection 2022
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