SOTAVerified

Object Detection

Papers

Showing 29212930 of 10957 papers

TitleStatusHype
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context0
Efficient Apple Maturity and Damage Assessment: A Lightweight Detection Model with GAN and Attention Mechanism0
MEMTRACK: A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast EnvironmentsCode0
Rank-DETR for High Quality Object DetectionCode1
VCL Challenges 2023 at ICCV 2023 Technical Report: Bi-level Adaptation Method for Test-time Adaptive Object Detection0
Incremental Object Detection with CLIP0
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video Salient Object Detection0
UniPAD: A Universal Pre-training Paradigm for Autonomous DrivingCode2
Extended target tracking utilizing machine-learning software -- with applications to animal classification0
Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified