paper-with-me

Visual Object Tracking 벤치마크

Visual Object Tracking on LaSOT

92개 결과 · ⬇ CSV · JSON

AUC

51.4 57.9 64.4 70.9 77.4 2018-11 2026-11 ATOM — 51.4 (2018-11-19) ATOM — 51.4 (2018-11-19) DiMP — 56.8 (2019-04-15) DiMP — 56.8 (2019-04-15) Siam R-CNN — 64.8 (2019-11-28) Siam R-CNN — 64.8 (2019-11-28) DiMP-NCE+ — 63.7 (2020-05-04) DiMP-NCE+ — 63.7 (2020-05-04) TRASFUST — 57.6 (2020-07-08) TRASFUST — 57.6 (2020-07-08) SiamBAN-ACM — 57.2 (2020-12-04) SiamBAN-ACM — 57.2 (2020-12-04) TrDiMP — 63.7 (2021-03-22) TrDiMP — 63.7 (2021-03-22) TransT — 64.9 (2021-03-29) TransT — 64.9 (2021-03-29) KeepTrack — 67.1 (2021-03-30) KeepTrack — 67.1 (2021-03-30) STARK — 67.1 (2021-03-31) STARK — 67.1 (2021-03-31) SwinTrack-B-384 — 70.2 (2021-12-02) SwinTrack-B-384 — 70.2 (2021-12-02) MixFormer-L — 70.1 (2022-03-21) MixFormer-L — 70.1 (2022-03-21) OSTrack-384 — 71.1 (2022-03-22) OSTrack-384 — 71.1 (2022-03-22) SwinV2-L 1K-MIM — 70.7 (2022-05-26) SwinV2-B 1K-MIM — 70.0 (2022-05-26) SwinV2-L 1K-MIM — 70.7 (2022-05-26) SwinV2-B 1K-MIM — 70.0 (2022-05-26) Unicorn — 68.5 (2022-07-14) Unicorn — 68.5 (2022-07-14) AiATrack — 69.0 (2022-07-20) AiATrack — 69.0 (2022-07-20) SLT-TransT — 66.8 (2022-08-11) SLT-TransT — 66.8 (2022-08-11) NeighborTrack-OSTrack — 72.2 (2022-11-12) NeighborTrack-OSTrack — 72.2 (2022-11-12) ARTrack-L — 73.1 (2023-01-01) ARTrack-L — 73.1 (2023-01-01) MixViT-L(ConvMAE) — 73.3 (2023-02-06) MixViT-L(ConvMAE) — 73.3 (2023-02-06) TATrack-L — 71.1 (2023-02-27) TATrack-L — 71.1 (2023-02-27) UNINEXT-L — 72.4 (2023-03-12) UNINEXT-H — 72.2 (2023-03-12) UNINEXT-L — 72.4 (2023-03-12) UNINEXT-H — 72.2 (2023-03-12) DropTrack — 71.8 (2023-04-02) DropTrack — 71.8 (2023-04-02) SeqTrack-L384 — 72.5 (2023-04-27) SeqTrack-L384 — 72.5 (2023-04-27) MITS — 72.0 (2023-08-25) MITS — 72.0 (2023-08-25) HIPTrack — 72.7 (2023-11-03) HIPTrack — 72.7 (2023-11-03) ARTrackV2-L — 73.6 (2023-12-28) ARTrackV2-L — 73.6 (2023-12-28) ODTrack-L — 74.0 (2024-01-03) ODTrack-B — 73.2 (2024-01-03) ODTrack-L — 74.0 (2024-01-03) ODTrack-B — 73.2 (2024-01-03) LoRAT-g-378 — 76.2 (2024-03-08) LoRAT-L-378 — 75.1 (2024-03-08) LoRAT-g-378 — 76.2 (2024-03-08) LoRAT-L-378 — 75.1 (2024-03-08) RTracker-L — 74.7 (2024-03-28) RTracker-L — 74.7 (2024-03-28) LoReTrack — 70.3 (2024-05-27) LoReTrack — 70.3 (2024-05-27) PiVOT-L — 73.4 (2024-09-27) PiVOT-L — 73.4 (2024-09-27) SAMURAI-L — 74.2 (2024-11-18) SAMURAI-L — 74.2 (2024-11-18) DAM4SAM — 75.1 (2024-11-26) DAM4SAM — 75.1 (2024-11-26) MCITrack-L384 — 76.6 (2024-12-15) MCITrack-B224 — 75.3 (2024-12-15) MCITrack-L384 — 76.6 (2024-12-15) MCITrack-B224 — 75.3 (2024-12-15) SPMTrack-G — 77.4 (2025-03-24) SPMTrack-L — 76.8 (2025-03-24) SPMTrack-B — 74.9 (2025-03-24) SPMTrack-G — 77.4 (2025-03-24) SPMTrack-L — 76.8 (2025-03-24) SPMTrack-B — 74.9 (2025-03-24) ATOM — 51.4 (2018-11-19) DiMP — 56.8 (2019-04-15) Siam R-CNN — 64.8 (2019-11-28) TransT — 64.9 (2021-03-29) KeepTrack — 67.1 (2021-03-30) SwinTrack-B-384 — 70.2 (2021-12-02) OSTrack-384 — 71.1 (2022-03-22) NeighborTrack-OSTrack — 72.2 (2022-11-12) ARTrack-L — 73.1 (2023-01-01) MixViT-L(ConvMAE) — 73.3 (2023-02-06) ARTrackV2-L — 73.6 (2023-12-28) ODTrack-L — 74.0 (2024-01-03) LoRAT-g-378 — 76.2 (2024-03-08) MCITrack-L384 — 76.6 (2024-12-15) SPMTrack-G — 77.4 (2025-03-24)
RankModel AUCNormalized PrecisionPrecision PaperCodeYear
1 SPMTrack-G 77.486.685 SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking wenruicai/spmtrack 2025
2 SPMTrack-L 76.885.984 SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking wenruicai/spmtrack 2025
3 MCITrack-L384 76.686.185.0 Exploring Enhanced Contextual Information for Video-Level Object Tracking kangben258/MCITrack 2024
4 LoRAT-g-378 76.285.383.5 Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance litinglin/lorat 2024
5 MCITrack-B224 75.385.683.3 Exploring Enhanced Contextual Information for Video-Level Object Tracking kangben258/MCITrack 2024
6 LoRAT-L-378 75.184.182.0 Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance litinglin/lorat 2024
6 DAM4SAM 75.1–– A Distractor-Aware Memory for Visual Object Tracking with SAM2 jovanavidenovic/dam4sam 2024
8 SPMTrack-B 74.98481.7 SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking wenruicai/spmtrack 2025
9 RTracker-L 74.784.5– RTracker: Recoverable Tracking via PN Tree Structured Memory norahgreen/rtracker 2024
10 SAMURAI-L 74.282.780.2 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory yangchris11/samurai 2024
11 ODTrack-L 74.0–– ODTrack: Online Dense Temporal Token Learning for Visual Tracking gxnu-zhonglab/odtrack 2024
12 ARTrackV2-L 73.682.881.1 ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe miv-xjtu/artrack 2023
13 PiVOT-L 73.484.782.1 Improving Visual Object Tracking through Visual Prompting chenshihfang/GOT 2024
14 MixViT-L(ConvMAE) 73.382.880.3 MixFormer: End-to-End Tracking with Iterative Mixed Attention MCG-NJU/MixFormer 2023
15 ODTrack-B 73.2–– ODTrack: Online Dense Temporal Token Learning for Visual Tracking gxnu-zhonglab/odtrack 2024
16 ARTrack-L 73.182.280.3 Autoregressive Visual Tracking miv-xjtu/artrack 2023
17 HIPTrack 72.782.979.5 HIPTrack: Visual Tracking with Historical Prompts wenruicai/hiptrack 2023
18 SeqTrack-L384 72.581.579.3 Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking chenxin-dlut/seqtrackv2 2023
19 UNINEXT-L 72.480.778.9 Universal Instance Perception as Object Discovery and Retrieval MasterBin-IIAU/UNINEXT 2023
20 NeighborTrack-OSTrack 72.281.878.0 NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets franktpmvu/NeighborTrack 2022
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