SOTAVerified

Object Detection

Papers

Showing 82518300 of 10957 papers

TitleStatusHype
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution0
Deep Neural Network Based Real-time Kiwi Fruit Flower Detection in an Orchard Environment0
Efficient Poverty Mapping using Deep Reinforcement Learning0
CubifAE-3D: Monocular Camera Space Cubification for Auto-Encoder based 3D Object Detection0
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds0
Robust Learning Through Cross-Task ConsistencyCode1
Towards large-scale, automated, accurate detection of CCTV camera objects using computer vision. Applications and implications for privacy, safety, and cybersecurity. (Preprint)0
Multi-interactive Encoder-decoder Network for RGBT Salient Object DetectionCode1
Black-box Explanation of Object Detectors via Saliency MapsCode1
Pick-Object-Attack: Type-Specific Adversarial Attack for Object DetectionCode1
CircleNet: Anchor-free Detection with Circle RepresentationCode1
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions0
FBNetV3: Joint Architecture-Recipe Search using Predictor PretrainingCode0
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Interpolation-based semi-supervised learning for object detectionCode1
Federated Learning in Vehicular Networks0
Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses0
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better RegularizationCode1
Seeing without Looking: Contextual Rescoring of Object Detections for AP MaximizationCode1
Video Instance Segmentation Tracking With a Modified VAE Architecture0
Robust Learning Through Cross-Task ConsistencyCode1
Screencast Tutorial Video UnderstandingCode0
Single-Shot Monocular RGB-D Imaging Using Uneven Double Refraction0
Structure Aware Single-Stage 3D Object Detection From Point CloudCode1
SP-NAS: Serial-to-Parallel Backbone Search for Object DetectionCode0
Taking a Deeper Look at Co-Salient Object DetectionCode1
Fixed-Point Back-Propagation Training0
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance SegmentationCode1
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object DetectionCode1
D2Det: Towards High Quality Object Detection and Instance SegmentationCode1
A Hierarchical Graph Network for 3D Object Detection on Point Clouds0
Learning Saliency Propagation for Semi-Supervised Instance SegmentationCode1
DUNIT: Detection-Based Unsupervised Image-to-Image TranslationCode1
Optimizing Rank-Based Metrics With Blackbox Differentiation0
Joint 3D Instance Segmentation and Object Detection for Autonomous Driving0
Improving Convolutional Networks With Self-Calibrated ConvolutionsCode1
Camouflaged Object DetectionCode1
Online Knowledge Distillation via Collaborative LearningCode1
Density-Based Clustering for 3D Object Detection in Point Clouds0
Don't Even Look Once: Synthesizing Features for Zero-Shot Detection0
Offset Bin Classification Network for Accurate Object Detection0
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines0
Distilling Image Dehazing With Heterogeneous Task ImitationCode0
Noise-Aware Fully Webly Supervised Object Detection0
BidNet: Binocular Image Dehazing Without Explicit Disparity EstimationCode0
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector0
IDA-3D: Instance-Depth-Aware 3D Object Detection From Stereo Vision for Autonomous DrivingCode1
Exploring Thermal Images for Object Detection in Underexposure Regions for Autonomous Driving0
Symbol Spotting on Digital Architectural Floor Plans Using a Deep Learning-based Framework0
Is Depth Really Necessary for Salient Object Detection?Code1
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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