SOTAVerified

Object Detection

Papers

Showing 68016850 of 10957 papers

TitleStatusHype
MODETR: Moving Object Detection with Transformers0
GAIA: A Transfer Learning System of Object Detection that Fits Your NeedsCode1
3D Object Detection for Autonomous Driving: A SurveyCode1
SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving0
Structured Sparse R-CNN for Direct Scene Graph GenerationCode1
Obstacle Detection for BVLOS Drones0
One Million Scenes for Autonomous Driving: ONCE DatasetCode1
Active Learning for Deep Neural Networks on Edge Devices0
Temporal Early Exits for Efficient Video Object Detection0
Attention-based Neural Network for Driving Environment Complexity Perception0
Hard hat wearing detection based on head keypoint localizationCode0
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules0
Learning to Track Object Position through Occlusion0
RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union0
Communication Efficient SGD via Gradient Sampling With Bayes Prior0
RPN Prototype Alignment for Domain Adaptive Object Detector0
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation0
SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object DetectionCode1
End-to-End High Dynamic Range Camera Pipeline Optimization0
Calibrated RGB-D Salient Object DetectionCode1
Safe Local Motion Planning With Self-Supervised Freespace ForecastingCode1
Adaptive Image Transformer for One-Shot Object Detection0
LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection0
Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection0
Transformation Invariant Few-Shot Object Detection0
PointAugmenting: Cross-Modal Augmentation for 3D Object Detection0
Few-Shot Object Detection via Classification Refinement and Distractor Retreatment0
Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss0
Neural Auto-Exposure for High-Dynamic Range Object Detection0
Restoring Extremely Dark Images in Real TimeCode0
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object DetectionCode1
RankDetNet: Delving Into Ranking Constraints for Object Detection0
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection0
Improving Multiple Object Tracking With Single Object Tracking0
PVGNet: A Bottom-Up One-Stage 3D Object Detector With Integrated Multi-Level Features0
Positive-Unlabeled Data Purification in the Wild for Object Detection0
AdaZoom: Adaptive Zoom Network for Multi-Scale Object Detection in Large Scenes0
Humble Teachers Teach Better Students for Semi-Supervised Object Detection0
Cross Modality Knowledge Distillation for Multi-Modal Aerial View Object ClassificationCode0
Generate More Imperceptible Adversarial Examples for Object Detection0
Bridging the Gap Between Object Detection and User Intent via Query-Modulation0
Quantized Neural Networks via -1, +1 Encoding Decomposition and AccelerationCode0
Shape Prior Non-Uniform Sampling Guided Real-time Stereo 3D Object Detection0
How to train your ViT? Data, Augmentation, and Regularization in Vision TransformersCode1
Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation0
A Random CNN Sees Objects: One Inductive Bias of CNN and Its ApplicationsCode1
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection0
XCiT: Cross-Covariance Image TransformersCode3
2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object DetectionCode2
End-to-End Semi-Supervised Object Detection with Soft TeacherCode1
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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