Video Object Tracking On Nv Vot211

Metrics

AUC

Precision

Results

Performance results of various models on this benchmark

Model Name	AUC	Precision	Paper Title	Repository
Unicorn	34.52	47.77	Towards Grand Unification of Object Tracking	-
Mixformer(ConvMAE)	39.23	54.20	MixFormer: End-to-End Tracking with Iterative Mixed Attention	-
TATrack-L	39.29	53.94	Target-Aware Tracking with Long-term Context Attention	-
SLT-TransT	37.22	51.70	Towards Sequence-Level Training for Visual Tracking	-
TRAS	23.58	30.64	Tracking-by-Trackers with a Distilled and Reinforced Model	-
MKCFup	28.04	34.94	High-speed Tracking with Multi-kernel Correlation Filters	-
TrDiMP	36.66	50.68	Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking	-
ProContEXT	40.10	54.50	ProContEXT: Exploring Progressive Context Transformer for Tracking	-
SiamMask	35.14	46.49	Fast Online Object Tracking and Segmentation: A Unifying Approach	-
DAT	17.52	21.60	In Defense of Color-Based Model-Free Tracking	-
ToMP-50	39.25	53.01	Transforming Model Prediction for Tracking	-
DiMP-50	35.89	48.68	Learning Discriminative Model Prediction for Tracking	-
KYS	36.02	48.13	Know Your Surroundings: Exploiting Scene Information for Object Tracking	-
Neighbor- Track(OSTrack)	38.32	52.54	NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets	-
TransT	36.79	51.97	Transformer Tracking	-
ADTrack	31.82	40.31	ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking	-
Staple	31.29	39.12	Staple: Complementary Learners for Real-Time Tracking	-
ARTrack-L	35.92	51.64	Autoregressive Visual Tracking
RTS	36.20	53.68	Robust Visual Tracking by Segmentation	-
SiamRPN	33.92	44.04	High Performance Visual Tracking With Siamese Region Proposal Network	-

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