Video Object Tracking On Nv Vot211

評価指標

AUC

Precision

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	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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