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Object Detection 벤치마크

Object Detection on DSEC

60개 결과 · ⬇ CSV · JSON

mAP

17.6 22.7 27.8 32.9 38 2017-09 2026-09 SENet — 26.2 (2017-09-05) SENet — 26.2 (2017-09-05) SENet — 26.2 (2017-09-05) SENet — 26.2 (2017-09-05) SENet — 26.2 (2017-09-05) CBAM — 26.1 (2018-07-17) CBAM — 26.1 (2018-07-17) CBAM — 26.1 (2018-07-17) CBAM — 26.1 (2018-07-17) CBAM — 26.1 (2018-07-17) ECANet — 25.7 (2019-10-08) ECANet — 25.7 (2019-10-08) ECANet — 25.7 (2019-10-08) ECANet — 25.7 (2019-10-08) ECANet — 25.7 (2019-10-08) SAGate — 19.6 (2020-07-17) SAGate — 19.6 (2020-07-17) SAGate — 19.6 (2020-07-17) SAGate — 19.6 (2020-07-17) SAGate — 19.6 (2020-07-17) RAMNet — 17.6 (2021-02-18) RAMNet — 17.6 (2021-02-18) RAMNet — 17.6 (2021-02-18) RAMNet — 17.6 (2021-02-18) RAMNet — 17.6 (2021-02-18) DCF — 25.7 (2021-06-19) DCF — 25.7 (2021-06-19) DCF — 25.7 (2021-06-19) DCF — 25.7 (2021-06-19) DCF — 25.7 (2021-06-19) SPNet — 27.7 (2021-08-18) SPNet — 27.7 (2021-08-18) SPNet — 27.7 (2021-08-18) SPNet — 27.7 (2021-08-18) SPNet — 27.7 (2021-08-18) EFNet — 30.0 (2021-11-30) EFNet — 30.0 (2021-11-30) EFNet — 30.0 (2021-11-30) EFNet — 30.0 (2021-11-30) EFNet — 30.0 (2021-11-30) CMX — 29.1 (2022-03-09) CMX — 29.1 (2022-03-09) CMX — 29.1 (2022-03-09) CMX — 29.1 (2022-03-09) CMX — 29.1 (2022-03-09) FPN-Fusion — 24.4 (2022-03-30) FPN-Fusion — 24.4 (2022-03-30) FPN-Fusion — 24.4 (2022-03-30) FPN-Fusion — 24.4 (2022-03-30) FPN-Fusion — 24.4 (2022-03-30) RENet — 29.4 (2022-09-17) RENet — 29.4 (2022-09-17) RENet — 29.4 (2022-09-17) RENet — 29.4 (2022-09-17) RENet — 29.4 (2022-09-17) CAFR — 38.0 (2024-07-17) CAFR — 38.0 (2024-07-17) CAFR — 38.0 (2024-07-17) CAFR — 38.0 (2024-07-17) CAFR — 38.0 (2024-07-17) SENet — 26.2 (2017-09-05) SPNet — 27.7 (2021-08-18) EFNet — 30.0 (2021-11-30) CAFR — 38.0 (2024-07-17)
RankModel mAP PaperCodeYear
1 CAFR 38.0 Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection hucaofighting/frn 2024
2 EFNet 30.0 Event-Based Fusion for Motion Deblurring with Cross-modal Attention AHupuJR/EFNet 2021
3 RENet 29.4 RGB-Event Fusion for Moving Object Detection in Autonomous Driving zzy-zhou/renet · zzy-zhou/dsec-mos 2022
4 CMX 29.1 CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers huaaaliu/rgbx_semantic_segmentation 2022
5 SPNet 27.7 Specificity-preserving RGB-D Saliency Detection taozh2017/RGBD-SODsurvey · taozh2017/spnet · nnizhang/SMAC 2021
6 SENet 26.2 Squeeze-and-Excitation Networks PaddlePaddle/PaddleOCR · xmu-xiaoma666/External-Attention-pytorch · open-mmlab/mmpose · +82 2017
7 CBAM 26.1 CBAM: Convolutional Block Attention Module xmu-xiaoma666/External-Attention-pytorch · osmr/imgclsmob · Jongchan/attention-module · +28 2018
8 DCF 25.7 Calibrated RGB-D Salient Object Detection jiwei0921/DCF 2021
8 ECANet 25.7 ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks rwightman/pytorch-image-models · xmu-xiaoma666/External-Attention-pytorch · BangguWu/ECANet · +10 2019
10 FPN-Fusion 24.4 Fusing Event-based and RGB camera for Robust Object Detection in Adverse Conditions abhishek1411/event-rgb-fusion 2022
11 SAGate 19.6 Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation charlesCXK/RGBD_Semantic_Segmentation_PyTorch · David-zaiwang/114_rgbd_seg 2020
12 RAMNet 17.6 Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction uzh-rpg/rpg_ramnet 2021
13 CAFR 38.0 Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection hucaofighting/frn 2024
14 EFNet 30.0 Event-Based Fusion for Motion Deblurring with Cross-modal Attention AHupuJR/EFNet 2021
15 RENet 29.4 RGB-Event Fusion for Moving Object Detection in Autonomous Driving zzy-zhou/renet · zzy-zhou/dsec-mos 2022
16 CMX 29.1 CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers huaaaliu/rgbx_semantic_segmentation 2022
17 SPNet 27.7 Specificity-preserving RGB-D Saliency Detection taozh2017/RGBD-SODsurvey · taozh2017/spnet · nnizhang/SMAC 2021
18 SENet 26.2 Squeeze-and-Excitation Networks PaddlePaddle/PaddleOCR · xmu-xiaoma666/External-Attention-pytorch · open-mmlab/mmpose · +82 2017
19 CBAM 26.1 CBAM: Convolutional Block Attention Module xmu-xiaoma666/External-Attention-pytorch · osmr/imgclsmob · Jongchan/attention-module · +28 2018
20 DCF 25.7 Calibrated RGB-D Salient Object Detection jiwei0921/DCF 2021
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