SOTAVerified

Point Tracking

Point Tracking, often referred to as Tracking any Point (TAP) involves acquiring, focusing on, and continuously tracking specific target point/points across video frames. The system identifies the target point, maintains focus, and predicts its movement, enabling smooth tracking even if the target moves unpredictably, or through occlusions. TAP has wide applications like object tracking, surveillance, and autonomous navigation.

Papers

Showing 1120 of 151 papers

TitleStatusHype
TAPIP3D: Tracking Any Point in Persistent 3D GeometryCode3
St4RTrack: Simultaneous 4D Reconstruction and Tracking in the World0
TAPNext: Tracking Any Point (TAP) as Next Token PredictionCode0
POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D ReconstructionCode2
Point Tracking in Surgery--The 2024 Surgical Tattoos in Infrared (STIR) ChallengeCode0
Endo-TTAP: Robust Endoscopic Tissue Tracking via Multi-Facet Guided Attention and Hybrid Flow-point Supervision0
Tracktention: Leveraging Point Tracking to Attend Videos Faster and Better0
Toward Scalable, Flexible Scene Flow for Point Clouds0
GIFT: Generated Indoor video frames for Texture-less point tracking0
VGGT: Visual Geometry Grounded TransformerCode11
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LocoTrack-BAverage Jaccard69.4Unverified
2BootsTAPIRAverage Jaccard66.2Unverified
3CoTrackerAverage Jaccard65.9Unverified
#ModelMetricClaimedVerifiedStatus
1PIPs++Survival50.47Unverified
2PIPs+Survival49.88Unverified
#ModelMetricClaimedVerifiedStatus
1LocoTrack-BAverage Jaccard64.8Unverified
2CoTrackerAverage Jaccard62.2Unverified
#ModelMetricClaimedVerifiedStatus
1BootsTAPIRAverage Jaccard61.4Unverified
2LocoTrack-BAverage Jaccard59.1Unverified
#ModelMetricClaimedVerifiedStatus
1LocoTrack-BAverage Jaccard52.3Unverified
2CoTrackerAverage Jaccard48.8Unverified
#ModelMetricClaimedVerifiedStatus
1BootsTAPIRAverage Jaccard72.4Unverified
2LocoTrack-BAverage Jaccard70.8Unverified
#ModelMetricClaimedVerifiedStatus
1Static BaselineAverage Jaccard0.36Unverified
#ModelMetricClaimedVerifiedStatus
1PIPs++MTE4.6Unverified