SOTAVerified

Object Detection

Papers

Showing 95019550 of 10957 papers

TitleStatusHype
H²O: Heatmap by Hierarchical OcclusionCode0
Context-aware Multi-Model Object Detection for Diversely Heterogeneous Compute SystemsCode0
Decoupled Self Attention for Accurate One Stage Object DetectionCode0
De-coupling and De-positioning Dense Self-supervised LearningCode0
Masked Image Residual Learning for Scaling Deeper Vision TransformersCode0
Landmine Detection Using Autoencoders on Multi-polarization GPR Volumetric DataCode0
HabitatDyn Dataset: Dynamic Object Detection to Kinematics EstimationCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural NetworkCode0
Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and PrunableCode0
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point CloudCode0
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale EventsCode0
PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell DetectionCode0
ETran: Energy-Based Transferability EstimationCode0
Hallucination In Object Detection -- A Study In Visual Part VerificationCode0
Deep Affinity Network for Multiple Object TrackingCode0
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
Boosting Object Representation Learning via Motion and Object ContinuityCode0
EVA: Exploring the Limits of Masked Visual Representation Learning at ScaleCode0
Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against DefensesCode0
Language-Driven Active Learning for Diverse Open-Set 3D Object DetectionCode0
Language-Driven Dual Style Mixing for Single-Domain Generalized Object DetectionCode0
DeepCompress: Efficient Point Cloud Geometry CompressionCode0
A New Lightweight Hybrid Graph Convolutional Neural Network -- CNN Scheme for Scene Classification using Object Detection InferenceCode0
Hard hat wearing detection based on head keypoint localizationCode0
Deep convolutional neural networks for pedestrian detectionCode0
Rethinking Natural Adversarial Examples for Classification ModelsCode0
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object DetectionCode0
A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class CentroidsCode0
Underwater Object Detection Enhancement via Channel StabilizationCode0
Object Level Visual Reasoning in VideosCode0
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNsCode0
Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGACode0
Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level SaliencyCode0
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2Code0
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
Reverse Attention-Based Residual Network for Salient Object DetectionCode0
Evaluating Supervision Levels Trade-Offs for Infrared-Based People CountingCode0
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-NetCode0
Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution ObjectsCode0
Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation LearningCode0
Comparative study of subset selection methods for rapid prototyping of 3D object detection algorithmsCode0
Rethinking Normalization and Elimination Singularity in Neural NetworksCode0
Point-Voxel CNN for Efficient 3D Deep LearningCode0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
Deep Fourier Up-SamplingCode0
Rethinking Object Detection in Retail StoresCode0
Pseudo-Label Generation and Various Data Augmentation for Semi-Supervised Hyperspectral Object DetectionCode0
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene UnderstandingCode0
Evaluation and Comparison of Visual Language Models for Transportation Engineering ProblemsCode0
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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