← Visual Object Tracking
평가 기록
과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.
표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.
| 모델 | 원본 지표·값 | 논문 | 구현 |
|---|---|---|---|
| SAMURAI-L |
|
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory 2024-11-18 |
코드 1 |
| DAM4SAM |
|
A Distractor-Aware Memory for Visual Object Tracking with SAM2 2024-11-26 |
코드 1 |
| SPMTrack-G |
|
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 2025-03-24 |
코드 1 |
| MITS |
|
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation 2023-08-25 |
코드 1 |
| SPMTrack-L |
|
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 2025-03-24 |
코드 1 |
| MCITrack-L384 |
|
Exploring Enhanced Contextual Information for Video-Level Object Tracking 2024-12-15 |
코드 1 |
| ARTrackV2-L |
|
ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe 2023-12-28 |
코드 1 |
| LoRAT-g-378 |
|
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance 2024-03-08 |
코드 1 |
| ARTrack-L |
|
Autoregressive Visual Tracking 2023-01-01 |
코드 1 |
| ODTrack-L |
|
ODTrack: Online Dense Temporal Token Learning for Visual Tracking 2024-01-03 |
코드 1 |
| MCITrack-B224 |
|
Exploring Enhanced Contextual Information for Video-Level Object Tracking 2024-12-15 |
코드 1 |
| RTracker-L |
|
RTracker: Recoverable Tracking via PN Tree Structured Memory 2024-03-28 |
코드 1 |
| LoRAT-L-378 |
|
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance 2024-03-08 |
코드 1 |
| HIPTrack |
|
HIPTrack: Visual Tracking with Historical Prompts 2023-11-03 |
코드 1 |
| ODTrack-B |
|
ODTrack: Online Dense Temporal Token Learning for Visual Tracking 2024-01-03 |
코드 1 |
| TATrack-L-GOT |
|
Target-Aware Tracking with Long-term Context Attention 2023-02-27 |
코드 1 |
| SPMTrack-B |
|
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 2025-03-24 |
코드 1 |
| DropMAE |
|
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks 2023-04-02 |
코드 1 |
| NeighborTrack-OSTrack |
|
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets 2022-11-12 |
코드 1 |
| MixViT-L(ConvMAE) |
|
MixFormer: End-to-End Tracking with Iterative Mixed Attention 2023-02-06 |
코드 1 |
| MixFormer-L |
|
MixFormer: End-to-End Tracking with Iterative Mixed Attention 2022-03-21 |
코드 1 |
| SeqTrack-L384 |
|
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking 2023-04-27 |
코드 1 |
| OSTrack-384 |
|
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework 2022-03-22 |
코드 1 |
| SwinV2-L 1K-MIM |
|
Revealing the Dark Secrets of Masked Image Modeling 2022-05-26 |
코드 1 |
| MixFormer-1k |
|
MixFormer: End-to-End Tracking with Iterative Mixed Attention 2022-03-21 |
코드 1 |
| SwinV2-B 1K-MIM |
|
Revealing the Dark Secrets of Masked Image Modeling 2022-05-26 |
코드 1 |
| MixFormer |
|
MixFormer: End-to-End Tracking with Iterative Mixed Attention 2022-03-21 |
코드 1 |
| AiATrack |
|
AiATrack: Attention in Attention for Transformer Visual Tracking 2022-07-20 |
코드 1 |
| SwinTrack-B |
|
SwinTrack: A Simple and Strong Baseline for Transformer Tracking 2021-12-02 |
코드 1 |
| STARK |
|
Learning Spatio-Temporal Transformer for Visual Tracking 2021-03-31 |
코드 1 |