SOTAVerified

Object Detection

Papers

Showing 17011750 of 10957 papers

TitleStatusHype
Learning Data Augmentation Strategies for Object DetectionCode1
Learning Distilled Collaboration Graph for Multi-Agent PerceptionCode1
Learning for Vehicle-to-Vehicle Cooperative Perception under Lossy CommunicationCode1
Learning from Noisy Data for Semi-Supervised 3D Object DetectionCode1
Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object DetectionCode1
Learning Heavily-Degraded Prior for Underwater Object DetectionCode1
CholecTrack20: A Dataset for Multi-Class Multiple Tool Tracking in Laparoscopic SurgeryCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
Learning Object-Language Alignments for Open-Vocabulary Object DetectionCode1
Learning Object-level Point Augmentor for Semi-supervised 3D Object DetectionCode1
Learning Remote Sensing Object Detection with Single Point SupervisionCode1
Learning Rich Features at High-Speed for Single-Shot Object DetectionCode1
Learning Saliency Propagation for Semi-Supervised Instance SegmentationCode1
Learning Selective Mutual Attention and Contrast for RGB-D Saliency DetectionCode1
Categorical Depth Distribution Network for Monocular 3D Object DetectionCode1
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual LabelsCode1
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB ImagesCode1
Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic SpaceCode1
DID-M3D: Decoupling Instance Depth for Monocular 3D Object DetectionCode1
Learning to Track with Object PermanenceCode1
Learning Video Salient Object Detection Progressively from Unlabeled VideosCode1
Learning Visual Context by ComparisonCode1
DiffuBox: Refining 3D Object Detection with Point DiffusionCode1
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection TransformerCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
LEOD: Label-Efficient Object Detection for Event CamerasCode1
AutoAssign: Differentiable Label Assignment for Dense Object DetectionCode1
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object DetectionCode1
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer AttentionCode1
LiDAR-CS Dataset: LiDAR Point Cloud Dataset with Cross-Sensors for 3D Object DetectionCode1
Activate or Not: Learning Customized ActivationCode1
Algorithm-hardware Co-design for Deformable ConvolutionCode1
DFNet: Discriminative feature extraction and integration network for salient object detectionCode1
Lighten CARAFE: Dynamic Lightweight Upsampling with Guided Reassemble KernelsCode1
A Dual-Cycled Cross-View Transformer Network for Unified Road Layout Estimation and 3D Object Detection in the Bird's-Eye-ViewCode1
CBNet: A Composite Backbone Network Architecture for Object DetectionCode1
Lightweight Multi-Drone Detection and 3D-Localization via YOLOCode1
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the EdgeCode1
CCSPNet-Joint: Efficient Joint Training Method for Traffic Sign Detection Under Extreme ConditionsCode1
CCTV-Gun: Benchmarking Handgun Detection in CCTV ImagesCode1
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer VisionCode1
DeVIS: Making Deformable Transformers Work for Video Instance SegmentationCode1
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature ConfusionCode1
CD-FSOD: A Benchmark for Cross-domain Few-shot Object DetectionCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
LineCounter: Learning Handwritten Text Line Segmentation by CountingCode1
CE-FPN: Enhancing Channel Information for Object DetectionCode1
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLMCode1
Diagnosing Human-object Interaction DetectorsCode1
Dilated convolution with learnable spacingsCode1
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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