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Visual Object Tracking 벤치마크

Visual Object Tracking on VOT2016

12개 결과 · ⬇ CSV · JSON

Expected Average Overlap (EAO)

0.295 0.3377 0.3805 0.4233 0.466 2017-04 2026-11 CFCF — 0.3903 (2017-04-20) CFCF — 0.3903 (2017-04-20) SiamFC-lu (Ours) — 0.295 (2018-06-19) SiamFC-lu (Ours) — 0.295 (2018-06-19) SiamRPN+ — 0.37 (2019-01-07) SiamRPN+ — 0.37 (2019-01-07) SiamVGG — 0.351 (2019-02-07) SiamVGG — 0.351 (2019-02-07) SiamMask_E — 0.466 (2019-07-08) SiamMask_E — 0.466 (2019-07-08) SE-SiamFC — 0.36 (2020-07-17) SE-SiamFC — 0.36 (2020-07-17) CFCF — 0.3903 (2017-04-20) SiamMask_E — 0.466 (2019-07-08)
RankModel Expected Average Overlap (EAO) PaperCodeYear
1 SiamMask_E 0.466 Fast Visual Object Tracking with Rotated Bounding Boxes baoxinchen/siammask_e 2019
2 CFCF 0.3903 Good Features to Correlate for Visual Tracking egundogdu/CFCF 2017
3 SiamRPN+ 0.37 Deeper and Wider Siamese Networks for Real-Time Visual Tracking researchmm/SiamDW · zllrunning/SiameseX.PyTorch · wangxiao5791509/SiamDW_tracker_revised · +2 2019
4 SE-SiamFC 0.36 Scale Equivariance Improves Siamese Tracking isosnovik/SiamSE 2020
5 SiamVGG 0.351 SiamVGG: Visual Tracking using Deeper Siamese Networks zllrunning/SiameseX.PyTorch · leeyeehoo/SiamVGG · logiklesuraj/siamfcex · +1 2019
6 SiamFC-lu (Ours) 0.295 Learning to Update for Object Tracking with Recurrent Meta-learner 2018
7 SiamMask_E 0.466 Fast Visual Object Tracking with Rotated Bounding Boxes baoxinchen/siammask_e 2019
8 CFCF 0.3903 Good Features to Correlate for Visual Tracking egundogdu/CFCF 2017
9 SiamRPN+ 0.37 Deeper and Wider Siamese Networks for Real-Time Visual Tracking researchmm/SiamDW · zllrunning/SiameseX.PyTorch · wangxiao5791509/SiamDW_tracker_revised · +2 2019
10 SE-SiamFC 0.36 Scale Equivariance Improves Siamese Tracking isosnovik/SiamSE 2020
11 SiamVGG 0.351 SiamVGG: Visual Tracking using Deeper Siamese Networks zllrunning/SiameseX.PyTorch · leeyeehoo/SiamVGG · logiklesuraj/siamfcex · +1 2019
12 SiamFC-lu (Ours) 0.295 Learning to Update for Object Tracking with Recurrent Meta-learner 2018
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