SOTAVerified

Object Detection

Papers

Showing 68016825 of 10957 papers

TitleStatusHype
Spatio-Temporal Multi-Task Learning Transformer for Joint Moving Object Detection and Segmentation0
GAIA: A Transfer Learning System of Object Detection that Fits Your NeedsCode1
3D Object Detection for Autonomous Driving: A SurveyCode1
Structured Sparse R-CNN for Direct Scene Graph GenerationCode1
SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving0
One Million Scenes for Autonomous Driving: ONCE DatasetCode1
Obstacle Detection for BVLOS Drones0
Active Learning for Deep Neural Networks on Edge Devices0
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules0
Attention-based Neural Network for Driving Environment Complexity Perception0
Hard hat wearing detection based on head keypoint localizationCode0
Temporal Early Exits for Efficient Video Object Detection0
Learning to Track Object Position through Occlusion0
Communication Efficient SGD via Gradient Sampling With Bayes Prior0
Safe Local Motion Planning With Self-Supervised Freespace ForecastingCode1
End-to-End High Dynamic Range Camera Pipeline Optimization0
Calibrated RGB-D Salient Object DetectionCode1
PointAugmenting: Cross-Modal Augmentation for 3D Object Detection0
RPN Prototype Alignment for Domain Adaptive Object Detector0
Adaptive Image Transformer for One-Shot Object Detection0
LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection0
RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union0
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation0
Transformation Invariant Few-Shot Object Detection0
Interactive Self-Training With Mean Teachers for Semi-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