SOTAVerified

Object Detection

Papers

Showing 16011625 of 10957 papers

TitleStatusHype
An In-depth Study of Stochastic BackpropagationCode1
DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object DetectionCode1
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box RegressionCode1
BSH-Det3D: Improving 3D Object Detection with BEV Shape HeatmapCode1
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
Bucketed Ranking-based Losses for Efficient Training of Object DetectorsCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN TrainingCode1
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Learning Domain Adaptive Object Detection with Probabilistic TeacherCode1
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
A Dataset for Provident Vehicle Detection at NightCode1
DSGN: Deep Stereo Geometry Network for 3D Object DetectionCode1
Learning for Vehicle-to-Vehicle Cooperative Perception under Lossy CommunicationCode1
An Investigation into Whitening Loss for Self-supervised LearningCode1
3D Small Object Detection with Dynamic Spatial PruningCode1
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural NetworksCode1
An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification With Underwater Acoustic DataCode1
AutoAssign: Differentiable Label Assignment for Dense Object DetectionCode1
DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object DetectionCode1
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural NetworksCode1
DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object DetectionCode1
Cached Transformers: Improving Transformers with Differentiable Memory CacheCode1
CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing IndustryCode1
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object DetectionCode1
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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