SOTAVerified

Object Detection

Papers

Showing 23012350 of 10957 papers

TitleStatusHype
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge DistillationCode1
CrowdHuman: A Benchmark for Detecting Human in a CrowdCode1
Conv2Former: A Simple Transformer-Style ConvNet for Visual RecognitionCode1
Deformable Convolutional NetworksCode1
Attention-based Joint Detection of Object and Semantic PartCode1
Distilling Object Detectors via Decoupled FeaturesCode1
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object DetectionCode1
aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range PerceptionCode1
Attention-based Proposals Refinement for 3D Object DetectionCode1
MonoDTR: Monocular 3D Object Detection with Depth-Aware TransformerCode1
MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object DetectionCode1
CSL-YOLO: A New Lightweight Object Detection System for Edge ComputingCode1
CSPNet: A New Backbone that can Enhance Learning Capability of CNNCode1
MonoNeRD: NeRF-like Representations for Monocular 3D Object DetectionCode1
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object DetectionCode1
MonoSKD: General Distillation Framework for Monocular 3D Object Detection via Spearman Correlation CoefficientCode1
CubeSLAM: Monocular 3D Object SLAMCode1
Acquisition of Localization Confidence for Accurate Object DetectionCode1
Deep Structured Instance Graph for Distilling Object DetectorsCode1
MAMBA: Multi-level Aggregation via Memory Bank for Video Object DetectionCode1
Cue Point Estimation using Object DetectionCode1
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open ScenesCode1
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote SensingCode1
Curricular Object Manipulation in LiDAR-based Object DetectionCode1
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object DetectionCode1
DODA: Diffusion for Object-detection Domain Adaptation in AgricultureCode1
DNN-Based Map Deviation Detection in LiDAR Point CloudsCode1
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box RegressionCode1
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object DetectionCode1
Deformable ConvNets v2: More Deformable, Better ResultsCode1
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence MeasureCode1
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object DetectionCode1
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
Making Vision Transformers Efficient from A Token Sparsification ViewCode1
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy WeatherCode1
DOTIE -- Detecting Objects through Temporal Isolation of Events using a Spiking ArchitectureCode1
A Comprehensive Study of the Robustness for LiDAR-based 3D Object Detectors against Adversarial AttacksCode1
Domain Adaptive Object Detection for Autonomous Driving under Foggy WeatherCode1
Domain Adaptive Faster R-CNN for Object Detection in the WildCode1
Domain Adaptation for Underwater Image Enhancement via Content and Style SeparationCode1
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
CycleMLP: A MLP-like Architecture for Dense PredictionCode1
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionCode1
Cyclic-Bootstrap Labeling for Weakly Supervised Object DetectionCode1
A Robotic Approach towards Quantifying Epipelagic Bound Plastic Using Deep Visual ModelsCode1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion AttentionCode1
DoReMi: First glance at a universal OMR datasetCode1
Contrastive Mean Teacher for Domain Adaptive Object DetectorsCode1
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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