SOTAVerified

Object Detection

Papers

Showing 89018950 of 10957 papers

TitleStatusHype
Improving One-shot NAS by Suppressing the Posterior Fading0
Active Learning with Point Supervision for Cost-Effective Panicle Detection in Cereal Crops0
Kidney Recognition in CT Using YOLOv30
ANDA: A Novel Data Augmentation Technique Applied to Salient Object DetectionCode0
Generalization Bounds for Convolutional Neural Networks0
360-Indoor: Towards Learning Real-World Objects in 360° Indoor Equirectangular Images0
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object DetectionCode0
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning0
Embodied Language Grounding with 3D Visual Feature RepresentationsCode0
Meta R-CNN: Towards General Solver for Instance-Level Low-Shot LearningCode0
Meta-Learning to Detect Rare Objects0
EGNet: Edge Guidance Network for Salient Object DetectionCode0
Learning to Rank Proposals for Object Detection0
Objects365: A Large-Scale, High-Quality Dataset for Object Detection0
Enriched Feature Guided Refinement Network for Object DetectionCode0
Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving0
Object Guided External Memory Network for Video Object Detection0
Dynamic Anchor Feature Selection for Single-Shot Object Detection0
Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection0
Hierarchical Shot DetectorCode0
C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection0
Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection0
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification0
WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object DetectionCode0
Stacked Cross Refinement Network for Edge-Aware Salient Object DetectionCode0
See-Through-Text Grouping for Referring Image Segmentation0
ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices0
Transductive Learning for Zero-Shot Object Detection0
Towards Interpretable Object Detection by Unfolding Latent StructuresCode0
Differentiable Kernel Evolution0
Learning Rich Features at High-Speed for Single-Shot Object DetectionCode1
Bridging the Gap Between Detection and Tracking: A Unified Approach0
AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos0
Employing Deep Part-Object Relationships for Salient Object DetectionCode0
Automated Weed Detection in Aerial Imagery with Context0
A Computationally Efficient Pipeline Approach to Full Page Offline Handwritten Text Recognition0
Enhancing Object Detection in Adverse Conditions using Thermal Imaging0
RandAugment: Practical automated data augmentation with a reduced search spaceCode2
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations0
Meta-learning algorithms for Few-Shot Computer VisionCode0
An Object Detection by using Adaptive Structural Learning of Deep Belief Network0
Role of Spatial Context in Adversarial Robustness for Object DetectionCode0
Robust Data Association for Object-level Semantic SLAM0
PolarMask: Single Shot Instance Segmentation with Polar RepresentationCode1
REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision0
On Generalizing Detection Models for Unconstrained EnvironmentsCode0
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning0
epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module0
ASSD: Attentive Single Shot Multibox DetectorCode1
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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