Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/SAMURAI-L

SAMURAI-L

Reported on 24 benchmarks across 2 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision30 results

Object TrackingonNeedForSpeed
AUC· 2024-11-18
0.692
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonGOT-10k
Average Overlap· 2024-11-18
81.7
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonGOT-10k
Success Rate 0.5· 2024-11-18
92.2
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT-ext
AUC· 2024-11-18
61
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT-ext
Normalized Precision· 2024-11-18
73.9
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT-ext
Precision· 2024-11-18
72.2
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonNeedForSpeed
AUC· 2024-11-18
0.692
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonGOT-10k
Average Overlap· 2024-11-18
81.7
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonGOT-10k
Success Rate 0.5· 2024-11-18
92.2
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT-ext
AUC· 2024-11-18
61
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT-ext
Normalized Precision· 2024-11-18
73.9
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT-ext
Precision· 2024-11-18
72.2
SOTA
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT
AUC· 2024-11-18
74.2
best: 77.4 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT
Normalized Precision· 2024-11-18
82.7
best: 86.6 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT
Precision· 2024-11-18
80.2
best: 85 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonGOT-10k
Success Rate 0.75· 2024-11-18
76.9
best: 82.3 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonTrackingNet
Accuracy· 2024-11-18
85.3
best: 87.9 (MCITrack-L384)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonOTB-2015
AUC· 2024-11-18
0.715
best: 0.727 (SPMTrack-B)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT
AUC· 2024-11-18
74.2
best: 77.4 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT
Normalized Precision· 2024-11-18
82.7
best: 86.6 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Object TrackingonLaSOT
Precision· 2024-11-18
80.2
best: 85 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT
AUC· 2024-11-18
74.2
best: 77.4 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT
Normalized Precision· 2024-11-18
82.7
best: 86.6 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT
Precision· 2024-11-18
80.2
best: 85 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonGOT-10k
Success Rate 0.75· 2024-11-18
76.9
best: 82.3 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonTrackingNet
Accuracy· 2024-11-18
85.3
best: 87.9 (MCITrack-L384)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonOTB-2015
AUC· 2024-11-18
0.715
best: 0.727 (SPMTrack-B)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT
AUC· 2024-11-18
74.2
best: 77.4 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT
Normalized Precision· 2024-11-18
82.7
best: 86.6 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922
Visual Object TrackingonLaSOT
Precision· 2024-11-18
80.2
best: 85 (SPMTrack-G)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory arXiv:2411.11922