paper-with-me

Object Tracking 벤치마크

Object Tracking on QuadTrack

9개 결과 · ⬇ CSV · JSON

HOTA

15.03 17.13 19.24 21.34 23.45 2017-03 2026-09 DeepSORT — 21.16 (2017-03-21) TrackFormer — 19.62 (2021-01-07) ByteTrack — 20.66 (2021-10-13) OC-SORT — 20.83 (2022-03-27) Bot-SORT — 15.77 (2022-06-29) HybridSORT — 16.64 (2023-08-01) DiffMOT — 16.4 (2024-03-04) OmniTrack — 23.45 (2025-03-06) OmniTrack++ — 15.03 (2025-11-01) DeepSORT — 21.16 (2017-03-21) OmniTrack — 23.45 (2025-03-06)
RankModel HOTA PaperCodeYear
1 OmniTrack 23.45 Omnidirectional Multi-Object Tracking xifen523/omnitrack 2025
2 DeepSORT 21.16 Simple Online and Realtime Tracking with a Deep Association Metric PaddlePaddle/PaddleDetection · mikel-brostrom/Yolov5_DeepSort_Pytorch · nwojke/deep_sort · +72 2017
3 OC-SORT 20.83 Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking PaddlePaddle/PaddleDetection · mikel-brostrom/boxmot · open-mmlab/mmtracking · +4 2022
4 ByteTrack 20.66 ByteTrack: Multi-Object Tracking by Associating Every Detection Box PaddlePaddle/PaddleDetection · mikel-brostrom/boxmot · ifzhang/ByteTrack · +7 2021
5 TrackFormer 19.62 TrackFormer: Multi-Object Tracking with Transformers timmeinhardt/trackformer · acaelles97/devis 2021
6 HybridSORT 16.64 Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking mikel-brostrom/boxmot · ymzis69/HybridSORT 2023
7 DiffMOT 16.4 DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction 2024
8 Bot-SORT 15.77 BoT-SORT: Robust Associations Multi-Pedestrian Tracking PaddlePaddle/PaddleDetection · mikel-brostrom/boxmot · niraharon/bot-sort · +4 2022
9 OmniTrack++ 자동 추출 15.03 OmniTrack++: Omnidirectional Multi-Object Tracking by Learning Large-FoV Trajectory Feedback 2025
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