SOTAVerified

Object Detection

Papers

Showing 93519400 of 10957 papers

TitleStatusHype
Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations0
CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection0
Attentive Feedback Network for Boundary-Aware Salient Object DetectionCode0
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation0
Adapting Object Detectors via Selective Cross-Domain AlignmentCode0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
High-Level Semantic Feature Detection: A New Perspective for Pedestrian DetectionCode0
Fully Quantized Network for Object Detection0
IP102: A Large-Scale Benchmark Dataset for Insect Pest RecognitionCode0
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object DetectionCode0
MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors0
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection0
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving0
Object Detection With Location-Aware Deformable Convolution and Backward Attention Filtering0
Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object DetectionCode0
Salient Object Detection With Pyramid Attention and Salient Edges0
Shifting More Attention to Video Salient Object DetectionCode0
You Reap What You Sow: Using Videos to Generate High Precision Object Proposals for Weakly-Supervised Object Detection0
Spatial-Aware Graph Relation Network for Large-Scale Object Detection0
Driver Behavior Analysis Using Lane Departure Detection Under Challenging Conditions0
Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +10
How Do Drivers Allocate Their Potential Attention? Driving Fixation Prediction via Convolutional Neural NetworksCode0
Efficient Object Detection Model for Real-Time UAV Applications0
CS-R-FCN: Cross-supervised Learning for Large-Scale Object Detection0
All-In-One Underwater Image Enhancement using Domain-Adversarial LearningCode0
Prostate Cancer Detection using Deep Convolutional Neural Networks0
Toward Runtime-Throttleable Neural Networks0
Disentangling Monocular 3D Object Detection0
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks0
Training Data Subset Search with Ensemble Active Learning0
Efficient Object Embedding for Spliced Image Retrieval0
Evaluating and Calibrating Uncertainty Prediction in Regression Tasks0
Domain Generalization via Universal Non-volume Preserving Models0
LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomizationCode0
A Systematic Framework for Natural Perturbations from Videos0
Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection0
FAN: Focused Attention Networks0
Learning to Detect and Retrieve Objects from Unlabeled VideosCode0
Uncertainty Estimation in One-Stage Object DetectionCode0
FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule NetworksCode0
OVSNet : Towards One-Pass Real-Time Video Object Segmentation0
Light-Weight RetinaNet for Object DetectionCode0
Prognostic Value of Transfer Learning Based Features in Resectable Pancreatic Ductal Adenocarcinoma0
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional NetworksCode0
Shift R-CNN: Deep Monocular 3D Object Detection with Closed-Form Geometric Constraints0
Data-Efficient Image Recognition with Contrastive Predictive CodingCode0
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud0
Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal ImageryCode0
A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT DevicesCode0
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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