ML Research Wiki / Benchmarks / Visual Object Tracking / DiDi

DiDi

Visual Object Tracking Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Tracking quality

Top Performing Models

Rank Model Paper Tracking quality Date Code
1 DAM4SAM A Distractor-Aware Memory for Visual Object Tracking with SAM2 0.69 2024-11-26 📦 jovanavidenovic/dam4sam
2 SAMURAI SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory 0.68 2024-11-18 📦 yangchris11/samurai
3 SAM2.1 SAM 2: Segment Anything in Images and Videos 0.65 2024-08-01 📦 facebookresearch/segment-anything 📦 facebookresearch/sam2 📦 yangchris11/samurai
4 SAM2.1Long SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree 0.65 2024-10-21 📦 mark12ding/sam2long
5 ODTrack ODTrack: Online Dense Temporal Token Learning for Visual Tracking 0.61 2024-01-03 📦 gxnu-zhonglab/odtrack
6 Cutie Putting the Object Back into Video Object Segmentation 0.58 2023-10-19 📦 hkchengrex/Cutie
7 AOT AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection 0.54 2020-11-05 -
8 AQATrack Autoregressive Queries for Adaptive Tracking with Spatio-TemporalTransformers 0.54 2024-03-15 -
9 KeepTrack Learning Target Candidate Association to Keep Track of What Not to Track 0.50 2021-03-30 📦 visionml/pytracking
10 TransT Transformer Tracking 0.47 2021-03-29 📦 chenxin-dlut/TransT

All Papers (10)

jovanavidenovic/dam4sam
yangchris11/samurai
facebookresearch/segment-anything facebookresearch/sam2
mark12ding/sam2long
gxnu-zhonglab/odtrack
hkchengrex/Cutie
visionml/pytracking
chenxin-dlut/TransT