SOTAVerified

Object Detection

Papers

Showing 29012950 of 10957 papers

TitleStatusHype
A Comprehensive Approach for UAV Small Object Detection with Simulation-based Transfer Learning and Adaptive FusionCode1
Disentangled Non-Local Neural NetworksCode1
Solving Missing-Annotation Object Detection with Background Recalibration LossCode1
Disentangling 3D Prototypical Networks For Few-Shot Concept LearningCode1
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLMCode1
PairDETR : Joint Detection and Association of Human Bodies and FacesCode1
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group SoftmaxCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
Container: Context Aggregation NetworksCode1
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task ModelCode1
Container: Context Aggregation NetworkCode1
LabelEnc: A New Intermediate Supervision Method for Object DetectionCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Sparse Adversarial Attack to Object DetectionCode1
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response DistillationCode1
OverFeat: Integrated Recognition, Localization and Detection using Convolutional NetworksCode1
A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object DetectionCode1
Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban IntersectionCode1
Discovering A Variety of Objects in Spatio-Temporal Human-Object InteractionsCode1
OvarNet: Towards Open-vocabulary Object Attribute RecognitionCode1
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects SupervisionCode1
OSSA: Unsupervised One-Shot Style AdaptationCode1
Label Matching Semi-Supervised Object DetectionCode1
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object DetectionCode1
Label, Verify, Correct: A Simple Few Shot Object Detection MethodCode1
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer NetworksCode1
A Simple Semi-Supervised Learning Framework for Object DetectionCode1
Language-Assisted 3D Feature Learning for Semantic Scene UnderstandingCode1
DFNet: Discriminative feature extraction and integration network for salient object detectionCode1
OS2D: One-Stage One-Shot Object Detection by Matching Anchor FeaturesCode1
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception TasksCode1
Spatio-Temporal Backpropagation for Training High-performance Spiking Neural NetworksCode1
Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object DetectionCode1
LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer NormalizationCode1
OTA: Optimal Transport Assignment for Object DetectionCode1
A Simple Pooling-Based Design for Real-Time Salient Object DetectionCode1
Consistency-based Active Learning for Object DetectionCode1
Direct Differentiable Augmentation SearchCode1
Specificity-preserving RGB-D Saliency DetectionCode1
Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNNCode1
Latency-aware Spatial-wise Dynamic NetworksCode1
Latent Distillation for Continual Object Detection at the EdgeCode1
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing DomainCode1
Deep High-Resolution Representation Learning for Visual RecognitionCode1
Learn from Foundation Model: Fruit Detection Model without Manual AnnotationCode1
Learning Class Prototypes for Unified Sparse Supervised 3D Object DetectionCode1
Learning Adaptive Fusion Bank for Multi-modal Salient Object DetectionCode1
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal PerspectiveCode1
Learning a Unified Sample Weighting Network for Object DetectionCode1
OVA-DETR: Open Vocabulary Aerial Object Detection Using Image-Text Alignment and FusionCode1
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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