SOTAVerified

Object Detection

Papers

Showing 126150 of 10957 papers

TitleStatusHype
MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object DetectionCode0
M4-SAR: A Multi-Resolution, Multi-Polarization, Multi-Scene, Multi-Source Dataset and Benchmark for Optical-SAR Fusion Object DetectionCode1
A High-Performance Thermal Infrared Object Detection Framework with Centralized Regulation0
Application of YOLOv8 in monocular downward multiple Car Target detection0
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data0
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story GenerationCode1
Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models0
MoRAL: Motion-aware Multi-Frame 4D Radar and LiDAR Fusion for Robust 3D Object Detection0
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object DetectionCode0
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance0
Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores0
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne PerspectiveCode0
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix0
MoKD: Multi-Task Optimization for Knowledge Distillation0
DepthFusion: Depth-Aware Hybrid Feature Fusion for LiDAR-Camera 3D Object Detection0
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras0
Language-Driven Dual Style Mixing for Single-Domain Generalized Object DetectionCode0
VALISENS: A Validated Innovative Multi-Sensor System for Cooperative Automated Driving0
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection0
M3CAD: Towards Generic Cooperative Autonomous Driving BenchmarkCode1
Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search0
METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship DetectionCode0
Camera-Only Bird's Eye View Perception: A Neural Approach to LiDAR-Free Environmental Mapping for Autonomous Vehicles0
Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection0
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection TransformerCode1
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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