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
Local All-Pair Correspondence for Point TrackingCode3
LEAP-VO: Long-term Effective Any Point Tracking for Visual OdometryCode3
Visual Geometry Grounded Deep Structure From MotionCode3
Segment Anything Meets Point TrackingCode3
TAPIR: Tracking Any Point with per-frame Initialization and temporal RefinementCode3
TAP-Vid: A Benchmark for Tracking Any Point in a VideoCode3
CharaConsist: Fine-Grained Consistent Character GenerationCode2
Seurat: From Moving Points to DepthCode2
POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D ReconstructionCode2
Track-On: Transformer-based Online Point Tracking with MemoryCode2
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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