paper-with-me

Object Detection 벤치마크

Object Detection on PASCAL VOC 2012

35개 결과 · ⬇ CSV · JSON

MAP

34.66 50.3 65.93 81.56 97.2 2014-07 2026-09 SDS — 50.7 (2014-07-07) SDS — 50.7 (2014-07-07) SDS — 50.7 (2014-07-07) SDS — 50.7 (2014-07-07) SDS — 50.7 (2014-07-07) YOLO — 57.9 (2015-06-08) YOLO — 57.9 (2015-06-08) YOLO — 57.9 (2015-06-08) YOLO — 57.9 (2015-06-08) YOLO — 57.9 (2015-06-08) SSD512 (07+12+COCO) — 80.0 (2015-12-08) SSD512 (07+12+COCO) — 80.0 (2015-12-08) SSD512 (07+12+COCO) — 80.0 (2015-12-08) SSD512 (07+12+COCO) — 80.0 (2015-12-08) SSD512 (07+12+COCO) — 80.0 (2015-12-08) LRPCMP:a2+ — 42.1 (2019-10-22) LRPCMP:a1+ — 34.66 (2019-10-22) LRPCMP:a2+ — 42.1 (2019-10-22) LRPCMP:a1+ — 34.66 (2019-10-22) LRPCMP:a2+ — 42.1 (2019-10-22) LRPCMP:a1+ — 34.66 (2019-10-22) LRPCMP:a2+ — 42.1 (2019-10-22) LRPCMP:a1+ — 34.66 (2019-10-22) LRPCMP:a2+ — 42.1 (2019-10-22) LRPCMP:a1+ — 34.66 (2019-10-22) InternImage-H — 97.2 (2022-11-10) InternImage-H — 97.2 (2022-11-10) InternImage-H — 97.2 (2022-11-10) InternImage-H — 97.2 (2022-11-10) InternImage-H — 97.2 (2022-11-10) YOLO-Former — 86.01 (2024-01-11) YOLO-Former — 86.01 (2024-01-11) YOLO-Former — 86.01 (2024-01-11) YOLO-Former — 86.01 (2024-01-11) YOLO-Former — 86.01 (2024-01-11) SDS — 50.7 (2014-07-07) YOLO — 57.9 (2015-06-08) SSD512 (07+12+COCO) — 80.0 (2015-12-08) InternImage-H — 97.2 (2022-11-10)
RankModel MAP Extra Training Data PaperCodeYear
1 InternImage-H 97.2 InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions opengvlab/internimage · OpenGVLab/M3I-Pretraining · chenller/mmseg-extension 2022
2 YOLO-Former 86.01 ✓ YOLO-Former: YOLO Shakes Hand With ViT 2024
3 SSD512 (07+12+COCO) 80 SSD: Single Shot MultiBox Detector open-mmlab/mmdetection · serengil/deepface · pytorch/vision · +218 2015
4 YOLO 57.9 You Only Look Once: Unified, Real-Time Object Detection AlexeyAB/darknet · PaddlePaddle/PaddleDetection · thtrieu/darkflow · +141 2015
5 SDS 50.7 Simultaneous Detection and Segmentation 2014
6 LRPCMP:a2+ 42.1 Towards Best Practice in Explaining Neural Network Decisions with LRP sebastian-lapuschkin/lrp_toolbox 2019
7 LRPCMP:a1+ 34.66 Towards Best Practice in Explaining Neural Network Decisions with LRP sebastian-lapuschkin/lrp_toolbox 2019
8 InternImage-H 97.2 InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions opengvlab/internimage · OpenGVLab/M3I-Pretraining · chenller/mmseg-extension 2022
9 YOLO-Former 86.01 ✓ YOLO-Former: YOLO Shakes Hand With ViT 2024
10 SSD512 (07+12+COCO) 80 SSD: Single Shot MultiBox Detector open-mmlab/mmdetection · serengil/deepface · pytorch/vision · +218 2015
11 YOLO 57.9 You Only Look Once: Unified, Real-Time Object Detection AlexeyAB/darknet · PaddlePaddle/PaddleDetection · thtrieu/darkflow · +141 2015
12 SDS 50.7 Simultaneous Detection and Segmentation 2014
13 LRPCMP:a2+ 42.1 Towards Best Practice in Explaining Neural Network Decisions with LRP sebastian-lapuschkin/lrp_toolbox 2019
14 LRPCMP:a1+ 34.66 Towards Best Practice in Explaining Neural Network Decisions with LRP sebastian-lapuschkin/lrp_toolbox 2019
15 InternImage-H 97.2 InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions opengvlab/internimage · OpenGVLab/M3I-Pretraining · chenller/mmseg-extension 2022
16 YOLO-Former 86.01 ✓ YOLO-Former: YOLO Shakes Hand With ViT 2024
17 SSD512 (07+12+COCO) 80 SSD: Single Shot MultiBox Detector open-mmlab/mmdetection · serengil/deepface · pytorch/vision · +218 2015
18 YOLO 57.9 You Only Look Once: Unified, Real-Time Object Detection AlexeyAB/darknet · PaddlePaddle/PaddleDetection · thtrieu/darkflow · +141 2015
19 SDS 50.7 Simultaneous Detection and Segmentation 2014
20 LRPCMP:a2+ 42.1 Towards Best Practice in Explaining Neural Network Decisions with LRP sebastian-lapuschkin/lrp_toolbox 2019
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