SOTAVerified

Object Detection

Papers

Showing 76767700 of 10957 papers

TitleStatusHype
MODETR: Moving Object Detection with Transformers0
SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving0
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules0
Temporal Early Exits for Efficient Video Object Detection0
Active Learning for Deep Neural Networks on Edge Devices0
Attention-based Neural Network for Driving Environment Complexity Perception0
Hard hat wearing detection based on head keypoint localizationCode0
Learning to Track Object Position through Occlusion0
Few-Shot Object Detection via Classification Refinement and Distractor Retreatment0
Communication Efficient SGD via Gradient Sampling With Bayes Prior0
Transformation Invariant Few-Shot Object Detection0
PVGNet: A Bottom-Up One-Stage 3D Object Detector With Integrated Multi-Level Features0
Positive-Unlabeled Data Purification in the Wild for Object Detection0
PointAugmenting: Cross-Modal Augmentation for 3D Object Detection0
End-to-End High Dynamic Range Camera Pipeline Optimization0
Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss0
RankDetNet: Delving Into Ranking Constraints for Object Detection0
RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union0
Neural Auto-Exposure for High-Dynamic Range Object Detection0
AdaZoom: Adaptive Zoom Network for Multi-Scale Object Detection in Large Scenes0
Adaptive Image Transformer for One-Shot Object Detection0
LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection0
Restoring Extremely Dark Images in Real TimeCode0
Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection0
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised 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