SOTAVerified

Object Detection

Papers

Showing 1000110050 of 10957 papers

TitleStatusHype
Object Pose Estimation using Mid-level Visual RepresentationsCode0
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural NetworksCode0
Finding Action TubesCode0
Imbalance Problems in Object Detection: A ReviewCode0
Predicting Performance of Object Detection Models in Electron Microscopy Using Random ForestsCode0
Diffusion Model for Camouflaged Object DetectionCode0
MLA-Net: Feature Pyramid Network with Multi-Level Local Attention for Object DetectionCode0
Adaptive Object Detection Using Adjacency and Zoom PredictionCode0
Learning Transformations To Reduce the Geometric Shift in Object DetectionCode0
Learning Uncertain Convolutional Features for Accurate Saliency DetectionCode0
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion RetrievalCode0
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained ModelsCode0
Benchmarking performance of object detection under image distortions in an uncontrolled environmentCode0
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is ComingCode0
FineBio: A Fine-Grained Video Dataset of Biological Experiments with Hierarchical AnnotationCode0
Applying Domain Randomization to Synthetic Data for Object Category DetectionCode0
Revisiting Batch Normalization For Practical Domain AdaptationCode0
Multi-Task-oriented Nighttime Haze Imaging Enhancer for Vision-driven Measurement SystemsCode0
A Multiclass Multiple Instance Learning Method with Exact LikelihoodCode0
Applying Faster R-CNN for Object Detection on Malaria ImagesCode0
Dimensionality of datasets in object detection networksCode0
Data-Driven Neuron Allocation for Scale Aggregation NetworksCode0
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object DetectionCode0
Robust Optimization for Deep RegressionCode0
Adaptive Low Rank Adaptation of Segment Anything to Salient Object DetectionCode0
Lecture Video Visual Objects (LVVO) Dataset: A Benchmark for Visual Object Detection in Educational VideosCode0
Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesCode0
LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data GenerationCode0
Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous DrivingCode0
Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of AttentionCode0
MLVSNet: Multi-Level Voting Siamese Network for 3D Visual TrackingCode0
Fine-Tuning Adversarially-Robust Transformers for Single-Image DehazingCode0
Dirty Pixels: Towards End-to-End Image Processing and PerceptionCode0
QBox: Partial Transfer Learning with Active Querying for Object DetectionCode0
M&M3D: Multi-Dataset Training and Efficient Network for Multi-view 3D Object DetectionCode0
RICCARDO: Radar Hit Prediction and Convolution for Camera-Radar 3D Object DetectionCode0
Object Detection performance variation on compressed satellite image datasets with iquaflowCode0
Improved detection of discarded fish species through BoxAL active learningCode0
AugFPN: Improving Multi-scale Feature Learning for Object DetectionCode0
Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image SetsCode0
Narrowing the Gap: Improved Detector Training with Noisy Location AnnotationsCode0
Discriminating Known From Unknown Objects via Structure-Enhanced Recurrent Variational AutoEncoderCode0
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object DetectionCode0
FireFly A Synthetic Dataset for Ember Detection in WildfireCode0
Class-balanced Grouping and Sampling for Point Cloud 3D Object DetectionCode0
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous DrivingCode0
Bridged Transformer for Vision and Point Cloud 3D Object DetectionCode0
Discriminative Semantic Feature Pyramid Network with Guided Anchoring for Logo DetectionCode0
Comprehensive Analysis of the Object Detection Pipeline on UAVsCode0
Improved Pothole Detection Using YOLOv7 and ESRGANCode0
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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