paper-with-me

Real-Time Object Detection 벤치마크

Real-Time Object Detection on Argoverse-HD (Detection-Only, Val)

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AP

14.91 23.04 31.17 39.29 47.42 2020-05 2026-09 Official challenge baseline — 14.91 (2020-05-21) Official challenge baseline — 14.91 (2020-05-21) Official challenge baseline — 14.91 (2020-05-21) Official challenge baseline — 14.91 (2020-05-21) Official challenge baseline — 14.91 (2020-05-21) YOLOX — 47.42 (2021-07-18) YOLOX — 47.42 (2021-07-18) YOLOX — 47.42 (2021-07-18) YOLOX — 47.42 (2021-07-18) YOLOX — 47.42 (2021-07-18) Official challenge baseline — 14.91 (2020-05-21) YOLOX — 47.42 (2021-07-18)
RankModel AP Extra Training Data PaperCodeYear
1 YOLOX 47.42 ✓ YOLOX: Exceeding YOLO Series in 2021 open-mmlab/mmdetection · PaddlePaddle/PaddleDetection · Megvii-BaseDetection/YOLOX · +39 2021
2 Official challenge baseline 14.91 ✓ Towards Streaming Perception mtli/sAP 2020
3 YOLOX 47.42 ✓ YOLOX: Exceeding YOLO Series in 2021 open-mmlab/mmdetection · PaddlePaddle/PaddleDetection · Megvii-BaseDetection/YOLOX · +39 2021
4 Official challenge baseline 14.91 ✓ Towards Streaming Perception mtli/sAP 2020
5 YOLOX 47.42 ✓ YOLOX: Exceeding YOLO Series in 2021 open-mmlab/mmdetection · PaddlePaddle/PaddleDetection · Megvii-BaseDetection/YOLOX · +39 2021
6 Official challenge baseline 14.91 ✓ Towards Streaming Perception mtli/sAP 2020
7 YOLOX 47.42 ✓ YOLOX: Exceeding YOLO Series in 2021 open-mmlab/mmdetection · PaddlePaddle/PaddleDetection · Megvii-BaseDetection/YOLOX · +39 2021
8 Official challenge baseline 14.91 ✓ Towards Streaming Perception mtli/sAP 2020
9 YOLOX 47.42 ✓ YOLOX: Exceeding YOLO Series in 2021 open-mmlab/mmdetection · PaddlePaddle/PaddleDetection · Megvii-BaseDetection/YOLOX · +39 2021
10 Official challenge baseline 14.91 ✓ Towards Streaming Perception mtli/sAP 2020
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