SOTAVerified

Object Detection

Papers

Showing 27012750 of 10957 papers

TitleStatusHype
Detection as Regression: Certified Object Detection by Median SmoothingCode1
Point-Set Anchors for Object Detection, Instance Segmentation and Pose EstimationCode1
Wasserstein Distances for Stereo Disparity EstimationCode1
Bifurcated backbone strategy for RGB-D salient object detectionCode1
Rethinking Bottleneck Structure for Efficient Mobile Network DesignCode1
HoughNet: Integrating near and long-range evidence for bottom-up object detectionCode1
Attention-based Joint Detection of Object and Semantic PartCode1
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge DistillationCode1
Verifiably Safe Exploration for End-to-End Reinforcement LearningCode1
Rethinking Channel Dimensions for Efficient Model DesignCode1
Learning Geocentric Object Pose in Oblique Monocular ImagesCode1
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real TimeCode1
AFDet: Anchor Free One Stage 3D Object DetectionCode1
Joint Object Detection and Multi-Object Tracking with Graph Neural NetworksCode1
iffDetector: Inference-aware Feature Filtering for Object DetectionCode1
Self-Knowledge Distillation with Progressive Refinement of TargetsCode1
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture SearchCode1
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual RecognitionCode1
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group SoftmaxCode1
FrostNet: Towards Quantization-Aware Network Architecture SearchCode1
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant WeightsCode1
Stream-51: Streaming Classification and Novelty Detection from VideosCode1
GradAug: A New Regularization Method for Deep Neural NetworksCode1
Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes [Technical Report]Code1
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAsCode1
Benchmarking Unsupervised Object Representations for Video SequencesCode1
VirTex: Learning Visual Representations from Textual AnnotationsCode1
Learning a Unified Sample Weighting Network for Object DetectionCode1
Disentangled Non-Local Neural NetworksCode1
Quasi-Dense Similarity Learning for Multiple Object TrackingCode1
Rethinking Pre-training and Self-trainingCode1
TensorFlow with user friendly Graphical Framework for object detection APICode1
Object Detection in the DCT Domain: is Luminance the Solution?Code1
Self-supervised Learning from a Multi-view PerspectiveCode1
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training ModelCode1
H3DNet: 3D Object Detection Using Hybrid Geometric PrimitivesCode1
A Self-supervised Approach for Adversarial RobustnessCode1
Robust Learning Through Cross-Task ConsistencyCode1
Pick-Object-Attack: Type-Specific Adversarial Attack for Object DetectionCode1
Black-box Explanation of Object Detectors via Saliency MapsCode1
Multi-interactive Encoder-decoder Network for RGBT Salient Object DetectionCode1
CircleNet: Anchor-free Detection with Circle RepresentationCode1
Interpolation-based semi-supervised learning for object detectionCode1
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better RegularizationCode1
Taking a Deeper Look at Co-Salient Object DetectionCode1
Robust Learning Through Cross-Task ConsistencyCode1
Seeing without Looking: Contextual Rescoring of Object Detections for AP MaximizationCode1
Learning Saliency Propagation for Semi-Supervised Instance SegmentationCode1
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance SegmentationCode1
Camouflaged Object DetectionCode1
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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