paper-with-me

Object Detection 벤치마크

Object Detection on MSCOCO

40개 결과 · ⬇ CSV · JSON

Average mAP

39.7 39.95 40.2 40.45 40.7 2023-11 2026-09 DAS — 39.7 (2023-11-20) DAS — 39.7 (2023-11-20) DAS — 39.7 (2023-11-20) DAS — 39.7 (2023-11-20) DAS — 39.7 (2023-11-20) DAS — 39.7 (2023-11-20)
RankModel Average mAP Extra Training Data PaperCodeYear
1 DAS 39.7 DAS: A Deformable Attention to Capture Salient Information in CNNs 2023
2 PP-PicoDet-L – PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices PaddlePaddle/PaddleDetection · CycloneBoy/PPDetectionPytorch · umitkacar/ai-edge-computing · +1 2021
3 YOLOv5s –
4 PP-PicoDet-M –
5 YOLOX-tiny –
6 YOLOX-Nano –
7 NanoDet-M –
8 ScaleDet – ✓ ScaleDet: A Scalable Multi-Dataset Object Detector 2023
9 DAS 39.7 DAS: A Deformable Attention to Capture Salient Information in CNNs 2023
10 PP-PicoDet-L – PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices PaddlePaddle/PaddleDetection · CycloneBoy/PPDetectionPytorch · umitkacar/ai-edge-computing · +1 2021
11 YOLOv5s –
12 PP-PicoDet-M –
13 YOLOX-tiny –
14 YOLOX-Nano –
15 NanoDet-M –
16 ScaleDet – ✓ ScaleDet: A Scalable Multi-Dataset Object Detector 2023
17 DAS 39.7 DAS: A Deformable Attention to Capture Salient Information in CNNs 2023
18 PP-PicoDet-L – PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices PaddlePaddle/PaddleDetection · CycloneBoy/PPDetectionPytorch · umitkacar/ai-edge-computing · +1 2021
19 YOLOv5s –
20 PP-PicoDet-M –
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