SOTAVerified

Object Detection

Papers

Showing 32013225 of 10957 papers

TitleStatusHype
Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object DetectionCode0
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World DataCode1
Delving into Motion-Aware Matching for Monocular 3D Object TrackingCode1
A Survey on Self-Supervised Representation LearningCode1
Turning a CLIP Model into a Scene Text SpotterCode2
UniM^2AE: Multi-modal Masked Autoencoders with Unified 3D Representation for 3D Perception in Autonomous DrivingCode1
Dataset QuantizationCode2
Spatial Transform Decoupling for Oriented Object DetectionCode1
QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection0
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage0
Representation Disparity-aware Distillation for 3D Object Detection0
HODN: Disentangling Human-Object Feature for HOI Detection0
ThermRad: A Multi-modal Dataset for Robust 3D Object Detection under Challenging Conditions0
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave RadarCode1
DiffusionTrack: Diffusion Model For Multi-Object TrackingCode2
Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model SwitchingCode0
DatasetEquity: Are All Samples Created Equal? In The Quest For Equity Within DatasetsCode1
SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera VideosCode2
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation0
Far3D: Expanding the Horizon for Surround-view 3D Object DetectionCode1
Improving Buoy Detection with Deep Transfer Learning for Mussel Farm Automation0
MonoNeRD: NeRF-like Representations for Monocular 3D Object DetectionCode1
Meta-ZSDETR: Zero-shot DETR with Meta-learning0
Transformer-based Detection of Microorganisms on High-Resolution Petri Dish Images0
Small Object Detection via Coarse-to-fine Proposal Generation and Imitation LearningCode1
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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