paper-with-me

Multiview Detection 벤치마크

Multiview Detection on MultiviewX

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MODA

75.2 80.58 85.95 91.33 96.7 2017-04 2026-09 Deep-Occulsion — 75.2 (2017-04-19) Deep-Occulsion — 75.2 (2017-04-19) Deep-Occulsion — 75.2 (2017-04-19) Deep-Occulsion — 75.2 (2017-04-19) Deep-Occulsion — 75.2 (2017-04-19) Deep-Occulsion — 75.2 (2017-04-19) MVDet — 93.6 (2020-07-14) MVDet — 93.6 (2020-07-14) MVDet — 93.6 (2020-07-14) MVDet — 93.6 (2020-07-14) MVDet — 93.6 (2020-07-14) MVDet — 93.6 (2020-07-14) SHOT — 88.3 (2021-01-01) SHOT — 88.3 (2021-01-01) SHOT — 88.3 (2021-01-01) SHOT — 88.3 (2021-01-01) SHOT — 88.3 (2021-01-01) SHOT — 88.3 (2021-01-01) MVDeTr — 93.7 (2021-08-12) MVDeTr — 93.7 (2021-08-12) MVDeTr — 93.7 (2021-08-12) MVDeTr — 93.7 (2021-08-12) MVDeTr — 93.7 (2021-08-12) MVDeTr — 93.7 (2021-08-12) 3DROM — 90.0 (2022-07-22) 3DROM — 90.0 (2022-07-22) 3DROM — 90.0 (2022-07-22) 3DROM — 90.0 (2022-07-22) 3DROM — 90.0 (2022-07-22) 3DROM — 90.0 (2022-07-22) EarlyBird — 94.2 (2023-10-20) EarlyBird — 94.2 (2023-10-20) EarlyBird — 94.2 (2023-10-20) EarlyBird — 94.2 (2023-10-20) EarlyBird — 94.2 (2023-10-20) EarlyBird — 94.2 (2023-10-20) MVFP — 95.7 (2023-12-20) MVFP — 95.7 (2023-12-20) MVFP — 95.7 (2023-12-20) MVFP — 95.7 (2023-12-20) MVFP — 95.7 (2023-12-20) MVFP — 95.7 (2023-12-20) TrackTacular (Bilinear Sampling) — 96.5 (2024-03-19) TrackTacular (Bilinear Sampling) — 96.5 (2024-03-19) TrackTacular (Bilinear Sampling) — 96.5 (2024-03-19) TrackTacular (Bilinear Sampling) — 96.5 (2024-03-19) TrackTacular (Bilinear Sampling) — 96.5 (2024-03-19) TrackTacular (Bilinear Sampling) — 96.5 (2024-03-19) M-MVOT — 96.7 (2024-09-03) M-MVOT — 96.7 (2024-09-03) M-MVOT — 96.7 (2024-09-03) M-MVOT — 96.7 (2024-09-03) M-MVOT — 96.7 (2024-09-03) M-MVOT — 96.7 (2024-09-03) Deep-Occulsion — 75.2 (2017-04-19) MVDet — 93.6 (2020-07-14) MVDeTr — 93.7 (2021-08-12) EarlyBird — 94.2 (2023-10-20) MVFP — 95.7 (2023-12-20) TrackTacular (Bilinear Sampling) — 96.5 (2024-03-19) M-MVOT — 96.7 (2024-09-03)
RankModel MODAMODPRecall PaperCodeYear
1 M-MVOT 96.786.197.9 Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view Crowd Localization zqyq/Mahalanobis-Distance-based-Multi-view-Optimal-Transport-for-Multi-view-Crowd-Localization 2024
2 TrackTacular (Bilinear Sampling) 96.575.097.1 Lifting Multi-View Detection and Tracking to the Bird's Eye View tteepe/tracktacular 2024
3 MVFP 95.785.197.2 Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling 2023
4 EarlyBird 94.290.1– EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View tteepe/EarlyBird 2023
5 MVDeTr 93.791.394.2 Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation) hou-yz/mvdetr 2021
6 MVDet 93.679.686.7 Multiview Detection with Feature Perspective Transformation hou-yz/MVDet · hou-yz/multiviewx · shaojiawei07/tocom-tem 2020
7 3DROM 90.083.7– 3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian Localization xjtlu-cvlab/3drom 2022
8 SHOT 88.382.091.5 Stacked Homography Transformations for Multi-View Pedestrian Detection 2021
9 Deep-Occulsion 75.254.7– Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection pierrebaque/DeepOcclusion · rickyHong/DeepOcclustion-repl 2017
10 M-MVOT 96.786.197.9 Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view Crowd Localization zqyq/Mahalanobis-Distance-based-Multi-view-Optimal-Transport-for-Multi-view-Crowd-Localization 2024
11 TrackTacular (Bilinear Sampling) 96.575.097.1 Lifting Multi-View Detection and Tracking to the Bird's Eye View tteepe/tracktacular 2024
12 MVFP 95.785.197.2 Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling 2023
13 EarlyBird 94.290.1– EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View tteepe/EarlyBird 2023
14 MVDeTr 93.791.394.2 Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation) hou-yz/mvdetr 2021
15 MVDet 93.679.686.7 Multiview Detection with Feature Perspective Transformation hou-yz/MVDet · hou-yz/multiviewx · shaojiawei07/tocom-tem 2020
16 3DROM 90.083.7– 3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian Localization xjtlu-cvlab/3drom 2022
17 SHOT 88.382.091.5 Stacked Homography Transformations for Multi-View Pedestrian Detection 2021
18 Deep-Occulsion 75.254.7– Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection pierrebaque/DeepOcclusion · rickyHong/DeepOcclustion-repl 2017
19 M-MVOT 96.786.197.9 Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view Crowd Localization zqyq/Mahalanobis-Distance-based-Multi-view-Optimal-Transport-for-Multi-view-Crowd-Localization 2024
20 TrackTacular (Bilinear Sampling) 96.575.097.1 Lifting Multi-View Detection and Tracking to the Bird's Eye View tteepe/tracktacular 2024
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