paper-with-me

Visual Object Tracking 벤치마크

Visual Object Tracking on LaSOT-ext

36개 결과 · ⬇ CSV · JSON

AUC

41.4 46.3 51.2 56.1 61 2020-04 2026-11 LTMU — 41.4 (2020-04-01) LTMU — 41.4 (2020-04-01) KeepTrack — 48.2 (2021-03-30) KeepTrack — 48.2 (2021-03-30) OSTrack — 50.6 (2022-03-22) OSTrack — 50.6 (2022-03-22) ARTrack-L — 52.8 (2023-01-01) ARTrack-L — 52.8 (2023-01-01) UNINEXT-H — 56.2 (2023-03-12) UNINEXT-H — 56.2 (2023-03-12) DropTrack — 52.7 (2023-04-02) DropTrack — 52.7 (2023-04-02) SeqTrack-L384 — 50.7 (2023-04-27) SeqTrack-L384 — 50.7 (2023-04-27) HIPTrack — 53.0 (2023-11-03) HIPTrack — 53.0 (2023-11-03) ARTrackV2-L — 53.4 (2023-12-28) ARTrackV2-L — 53.4 (2023-12-28) ODTrack-L — 53.9 (2024-01-03) ODTrack-B — 52.4 (2024-01-03) ODTrack-L — 53.9 (2024-01-03) ODTrack-B — 52.4 (2024-01-03) LoRAT-L-378 — 56.6 (2024-03-08) LoRAT-g-378 — 56.5 (2024-03-08) LoRAT-L-378 — 56.6 (2024-03-08) LoRAT-g-378 — 56.5 (2024-03-08) RTracker-L — 54.9 (2024-03-28) RTracker-L — 54.9 (2024-03-28) SAMURAI-L — 61.0 (2024-11-18) SAMURAI-L — 61.0 (2024-11-18) DAM4SAM — 60.9 (2024-11-26) DAM4SAM — 60.9 (2024-11-26) MCITrack-L384 — 55.7 (2024-12-15) MCITrack-B224 — 54.6 (2024-12-15) MCITrack-L384 — 55.7 (2024-12-15) MCITrack-B224 — 54.6 (2024-12-15) LTMU — 41.4 (2020-04-01) KeepTrack — 48.2 (2021-03-30) OSTrack — 50.6 (2022-03-22) ARTrack-L — 52.8 (2023-01-01) UNINEXT-H — 56.2 (2023-03-12) LoRAT-L-378 — 56.6 (2024-03-08) SAMURAI-L — 61.0 (2024-11-18)
RankModel AUCNormalized PrecisionPrecision PaperCodeYear
1 SAMURAI-L 61.073.972.2 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory yangchris11/samurai 2024
2 DAM4SAM 60.9–– A Distractor-Aware Memory for Visual Object Tracking with SAM2 jovanavidenovic/dam4sam 2024
3 LoRAT-L-378 56.669.065.1 Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance litinglin/lorat 2024
4 LoRAT-g-378 56.569.064.9 Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance litinglin/lorat 2024
5 UNINEXT-H 56.263.863.8 Universal Instance Perception as Object Discovery and Retrieval MasterBin-IIAU/UNINEXT 2023
6 MCITrack-L384 55.766.562.9 Exploring Enhanced Contextual Information for Video-Level Object Tracking kangben258/MCITrack 2024
7 RTracker-L 54.965.562.7 RTracker: Recoverable Tracking via PN Tree Structured Memory norahgreen/rtracker 2024
8 MCITrack-B224 54.665.762.1 Exploring Enhanced Contextual Information for Video-Level Object Tracking kangben258/MCITrack 2024
9 ODTrack-L 53.9–– ODTrack: Online Dense Temporal Token Learning for Visual Tracking gxnu-zhonglab/odtrack 2024
10 ARTrackV2-L 53.463.760.2 ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe miv-xjtu/artrack 2023
11 HIPTrack 53.064.360.6 HIPTrack: Visual Tracking with Historical Prompts wenruicai/hiptrack 2023
12 ARTrack-L 52.862.959.7 Autoregressive Visual Tracking miv-xjtu/artrack 2023
13 DropTrack 52.7–60.2 DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks jimmy-dq/dropmae 2023
14 ODTrack-B 52.4–– ODTrack: Online Dense Temporal Token Learning for Visual Tracking gxnu-zhonglab/odtrack 2024
15 SeqTrack-L384 50.761.657.5 Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking chenxin-dlut/seqtrackv2 2023
16 OSTrack 50.661.357.6 Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework botaoye/ostrack 2022
17 KeepTrack 48.2–– Learning Target Candidate Association to Keep Track of What Not to Track visionml/pytracking 2021
18 LTMU 41.449.947.3 High-Performance Long-Term Tracking with Meta-Updater Daikenan/LTMU · wangdongdut/Long-term-Visual-Tracking 2020
19 SAMURAI-L 61.073.972.2 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory yangchris11/samurai 2024
20 DAM4SAM 60.9–– A Distractor-Aware Memory for Visual Object Tracking with SAM2 jovanavidenovic/dam4sam 2024
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