SOTAVerified

Object Detection

Papers

Showing 14011450 of 10957 papers

TitleStatusHype
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object DetectionCode1
Among Us: Adversarially Robust Collaborative Perception by ConsensusCode1
Rethinking Model Ensemble in Transfer-based Adversarial AttacksCode1
Action knowledge for video captioning with graph neural networksCode1
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyCode1
MSF: Motion-guided Sequential Fusion for Efficient 3D Object Detection from Point Cloud SequencesCode1
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset ReinforcementCode1
Active Teacher for Semi-Supervised Object DetectionCode1
FAQ: Feature Aggregated Queries for Transformer-based Video Object DetectorsCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
Cascaded Zoom-in Detector for High Resolution Aerial ImagesCode1
Making Vision Transformers Efficient from A Token Sparsification ViewCode1
Adaptive Rotated Convolution for Rotated Object DetectionCode1
Co-Salient Object Detection with Co-Representation PurificationCode1
PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object DetectionCode1
Three Guidelines You Should Know for Universally Slimmable Self-Supervised LearningCode1
SSGD: A smartphone screen glass dataset for defect detectionCode1
Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-raysCode1
ReBound: An Open-Source 3D Bounding Box Annotation Tool for Active LearningCode1
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object DetectionCode1
ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object DetectionCode1
DDS3D: Dense Pseudo-Labels with Dynamic Threshold for Semi-Supervised 3D Object DetectionCode1
FFT-based Dynamic Token Mixer for VisionCode1
Calibration-free BEV Representation for Infrastructure PerceptionCode1
UniHCP: A Unified Model for Human-Centric PerceptionsCode1
Can an Embodied Agent Find Your "Cat-shaped Mug"? LLM-Guided Exploration for Zero-Shot Object NavigationCode1
A System for Generalized 3D Multi-Object SearchCode1
Robust Detection Outcome: A Metric for Pathology Detection in Medical ImagesCode1
BSH-Det3D: Improving 3D Object Detection with BEV Shape HeatmapCode1
FeatAug-DETR: Enriching One-to-Many Matching for DETRs with Feature AugmentationCode1
Generic-to-Specific Distillation of Masked AutoencodersCode1
Aligning Bag of Regions for Open-Vocabulary Object DetectionCode1
Towards End-to-end Semi-supervised Learning for One-stage Object DetectionCode1
Incremental Few-Shot Object Detection via Simple Fine-Tuning ApproachCode1
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open ScenesCode1
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
Dual Relation Knowledge Distillation for Object DetectionCode1
Reversible Vision TransformersCode1
Cross-Layer Retrospective Retrieving via Layer AttentionCode1
Look Around and Learn: Self-Training Object Detection by ExplorationCode1
Generating Evidential BEV Maps in Continuous Driving SpaceCode1
FastPillars: A Deployment-friendly Pillar-based 3D DetectorCode1
DilateFormer: Multi-Scale Dilated Transformer for Visual RecognitionCode1
SAAL: Sharpness-Aware Active LearningCode1
Normalizing Flow based Feature Synthesis for Outlier-Aware Object DetectionCode1
Few-Shot Object Detection via Variational Feature AggregationCode1
Edge-guided Multi-domain RGB-to-TIR image Translation for Training Vision Tasks with Challenging LabelsCode1
LiDAR-CS Dataset: LiDAR Point Cloud Dataset with Cross-Sensors for 3D Object DetectionCode1
Local Contrast and Global Contextual Information Make Infrared Small Object Salient AgainCode1
On the Adversarial Robustness of Camera-based 3D Object DetectionCode1
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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