SOTAVerified

Object Detection

Papers

Showing 19011950 of 10957 papers

TitleStatusHype
Coarse-to-Fine Vision-Language Pre-training with Fusion in the BackboneCode1
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
Augmentation for small object detectionCode1
DARDet: A Dense Anchor-free Rotated Object Detector in Aerial ImagesCode1
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingCode1
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse MotionCode1
Interactron: Embodied Adaptive Object DetectionCode1
Data Augmentation for Object Detection via Differentiable Neural RenderingCode1
Inter-Instance Similarity Modeling for Contrastive LearningCode1
GlobalMamba: Global Image Serialization for Vision MambaCode1
D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud SequenceCode1
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object DetectionCode1
A Review and Comparative Study on Probabilistic Object Detection in Autonomous DrivingCode1
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAsCode1
CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarkingCode1
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object DetectionCode1
CoDiff: Conditional Diffusion Model for Collaborative 3D Object DetectionCode1
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object DetectionCode1
DAFNe: A One-Stage Anchor-Free Approach for Oriented Object DetectionCode1
Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object DetectionCode1
Co-Fix3D: Enhancing 3D Object Detection with Collaborative RefinementCode1
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group PropagationCode1
CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object Detection with Very Limited AnnotationsCode1
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
DAC-DETR: Divide the Attention Layers and ConquerCode1
Guided Attentive Feature Fusion for Multispectral Pedestrian DetectionCode1
AirDet: Few-Shot Detection without Fine-tuning for Autonomous ExplorationCode1
Collaborative Camouflaged Object Detection: A Large-Scale Dataset and BenchmarkCode1
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local GraphCode1
GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph CreationCode1
DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasetsCode1
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object DetectionCode1
Green Hierarchical Vision Transformer for Masked Image ModelingCode1
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object DetectionCode1
Collaborative Transformers for Grounded Situation RecognitionCode1
Interactive Multi-Class Tiny-Object DetectionCode1
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object DetectionCode1
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D ChallengesCode1
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object DetectionCode1
Instance Segmentation in the DarkCode1
Instant-Teaching: An End-to-End Semi-Supervised Object Detection FrameworkCode1
Cylin-Painting: Seamless 360 Panoramic Image Outpainting and BeyondCode1
Optimized Loss Functions for Object detection: A Case Study on Nighttime Vehicle DetectionCode1
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object DetectionCode1
Group-Free 3D Object Detection via TransformersCode1
Group R-CNN for Weakly Semi-supervised Object Detection with PointsCode1
Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth PredictionCode1
Instance Segmentation and Teeth Classification in Panoramic X-raysCode1
CycleMLP: A MLP-like Architecture for Dense PredictionCode1
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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