SOTAVerified

Object Detection

Papers

Showing 651700 of 10957 papers

TitleStatusHype
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual LabelsCode1
SimROD: A Simple Baseline for Raw Object Detection with Global and Local EnhancementsCode1
SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic PromptsCode1
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New DatasetCode1
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized DetectionCode1
FASTer: Focal Token Acquiring-and-Scaling Transformer for Long-term 3D Object DetectionCode1
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event CamerasCode1
Multi-Perspective Data Augmentation for Few-shot Object DetectionCode1
Cross-domain Few-shot Object Detection with Multi-modal Textual EnrichmentCode1
CoDiff: Conditional Diffusion Model for Collaborative 3D Object DetectionCode1
DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object DetectionCode1
Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object DetectionCode1
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among InstancesCode1
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning DynamicsCode1
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and DatasetCode1
Work-Efficient Parallel Non-Maximum Suppression KernelsCode1
TransRAD: Retentive Vision Transformer for Enhanced Radar Object DetectionCode1
SpikSSD: Better Extraction and Fusion for Object Detection with Spiking Neuron NetworksCode1
SMamba: Sparse Mamba for Event-based Object DetectionCode1
When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysisCode1
Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationCode1
Toward Realistic Camouflaged Object Detection: Benchmarks and MethodCode1
TimberVision: A Multi-Task Dataset and Framework for Log-Component Segmentation and Tracking in Autonomous Forestry OperationsCode1
CoreNet: Conflict Resolution Network for Point-Pixel Misalignment and Sub-Task Suppression of 3D LiDAR-Camera Object DetectionCode1
EDNet: Edge-Optimized Small Target Detection in UAV Imagery -- Faster Context Attention, Better Feature Fusion, and Hardware AccelerationCode1
Online Continual Learning: A Systematic Literature Review of Approaches, Challenges, and BenchmarksCode1
Generalization-Enhanced Few-Shot Object Detection in Remote SensingCode1
Multispectral Pedestrian Detection with Sparsely Annotated LabelCode1
V2X-DGPE: Addressing Domain Gaps and Pose Errors for Robust Collaborative 3D Object DetectionCode1
RadarNeXt: Real-Time and Reliable 3D Object Detector Based On 4D mmWave Imaging RadarCode1
Revisiting Generative Replay for Class Incremental Object DetectionCode1
GO-N3RDet: Geometry Optimized NeRF-enhanced 3D Object DetectorCode1
Pseudo Visible Feature Fine-Grained Fusion for Thermal Object DetectionCode1
OW-OVD: Unified Open World and Open Vocabulary Object DetectionCode1
TiGDistill-BEV: Multi-view BEV 3D Object Detection via Target Inner-Geometry Learning DistillationCode1
SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object DetectionCode1
Towards Unsupervised Model Selection for Domain Adaptive Object DetectionCode1
Comprehensive Multi-Modal Prototypes are Simple and Effective Classifiers for Vast-Vocabulary Object DetectionCode1
Seamless Detection: Unifying Salient Object Detection and Camouflaged Object DetectionCode1
Toward Highly Efficient Semantic-Guided Machine Vision for Low-Light Object DetectionCode1
Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation NetworkCode1
HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object DetectionCode1
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural NetworkCode1
CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal DynamicsCode1
RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object DetectionCode1
Differential Alignment for Domain Adaptive Object DetectionCode1
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object DetectionCode1
Universal Domain Adaptive Object Detection via Dual Probabilistic AlignmentCode1
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsCode1
RapidNet: Multi-Level Dilated Convolution Based Mobile BackboneCode1
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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