SOTAVerified

Object Detection

Papers

Showing 5175 of 10957 papers

TitleStatusHype
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction0
Domain Randomization for Object Detection in Manufacturing Applications using Synthetic Data: A Comprehensive StudyCode0
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing0
SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding0
SpatialLM: Training Large Language Models for Structured Indoor Modeling0
SAM2Auto: Auto Annotation Using FLASH0
Multiple Object Stitching for Unsupervised Representation LearningCode1
Token Transforming: A Unified and Training-Free Token Compression Framework for Vision Transformer Acceleration0
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle PerceptionCode0
Gen-n-Val: Agentic Image Data Generation and Validation0
Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training0
VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection0
AD-EE: Early Exiting for Fast and Reliable Vision-Language Models in Autonomous Driving0
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection0
FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices0
Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object DetectorCode1
Simulate Any Radar: Attribute-Controllable Radar Simulation via Waveform Parameter EmbeddingCode2
GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region RemovalCode1
Probabilistic Online Event Downsampling0
Structured Pruning and Quantization for Learned Image CompressionCode0
OD3: Optimization-free Dataset Distillation for Object DetectionCode1
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection0
A Compendium of Autonomous Navigation using Object Detection and Tracking in Unmanned Aerial Vehicles0
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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