SOTAVerified

Object Detection

Papers

Showing 23512400 of 10957 papers

TitleStatusHype
Depth-conditioned Dynamic Message Propagation for Monocular 3D Object DetectionCode1
Rethinking Spatial Dimensions of Vision TransformersCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Delving into Localization Errors for Monocular 3D Object DetectionCode1
Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object DetectionCode1
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersCode1
Fooling LiDAR Perception via Adversarial Trajectory PerturbationCode1
Detecting and Mapping Trees in Unstructured Environments with a Stereo Camera and Pseudo-LidarCode1
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image EncodingCode1
SIENet: Spatial Information Enhancement Network for 3D Object Detection from Point CloudCode1
TransCenter: Transformers with Dense Representations for Multiple-Object TrackingCode1
Distilling Object Detectors via Decoupled FeaturesCode1
Learning to Track with Object PermanenceCode1
OTA: Optimal Transport Assignment for Object DetectionCode1
YOLinO: Generic Single Shot Polyline Detection in Real TimeCode1
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature AggregationCode1
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain AdaptationCode1
M3DSSD: Monocular 3D Single Stage Object DetectorCode1
A Broad Study on the Transferability of Visual Representations with Contrastive LearningCode1
Diverse Branch Block: Building a Convolution as an Inception-like UnitCode1
Region Similarity Representation LearningCode1
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayersCode1
Scaling Local Self-Attention for Parameter Efficient Visual BackbonesCode1
MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty PropagationCode1
End-to-End Trainable Multi-Instance Pose Estimation with TransformersCode1
Optimization for Arbitrary-Oriented Object Detection via Representation Invariance LossCode1
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation ExploitationCode1
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box RegressionCode1
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
UAV Images Dataset for Moving Object Detection from Moving CamerasCode1
Learning Calibrated-Guidance for Object Detection in Aerial ImagesCode1
Instant-Teaching: An End-to-End Semi-Supervised Object Detection FrameworkCode1
CE-FPN: Enhancing Channel Information for Object DetectionCode1
RangeDet:In Defense of Range View for LiDAR-based 3D Object DetectionCode1
3D Human Pose Estimation with Spatial and Temporal TransformersCode1
Suppress-and-Refine Framework for End-to-End 3D Object DetectionCode1
Consistency-based Active Learning for Object DetectionCode1
YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D DetectionCode1
CNN Model & Tuning for Global Road Damage DetectionCode1
You Only Look One-level FeatureCode1
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object DetectionCode1
Track to Detect and Segment: An Online Multi-Object TrackerCode1
S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object DetectionCode1
Group Collaborative Learning for Co-Salient Object DetectionCode1
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge DistillationCode1
ReDet: A Rotation-equivariant Detector for Aerial Object DetectionCode1
Probabilistic two-stage detectionCode1
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
Spatially Consistent Representation LearningCode1
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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