SOTAVerified

2D Object Detection

Papers

Showing 125 of 210 papers

TitleStatusHype
VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement LearningCode4
Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task0
GATE3D: Generalized Attention-based Task-synergized Estimation in 3D*0
Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future DirectionsCode1
2D Object Detection: A Survey0
AI-Driven Relocation Tracking in Dynamic Kitchen EnvironmentsCode0
WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model EvaluationCode0
A Diffusion Model and Knowledge Distillation Framework for Robust Coral Detection in Complex Underwater EnvironmentsCode0
Toward Highly Efficient Semantic-Guided Machine Vision for Low-Light Object DetectionCode1
SCoralDet: Efficient real-time underwater soft coral detection with YOLOCode2
Enhancing 3D Object Detection in Autonomous Vehicles Based on Synthetic Virtual Environment Analysis0
MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos0
WARLearn: Weather-Adaptive Representation LearningCode0
YCB-LUMA: YCB Object Dataset with Luminance Keying for Object LocalizationCode0
How Important are Data Augmentations to Close the Domain Gap for Object Detection in Orbit?0
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray ImagesCode0
UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV DetectionCode1
Real-Time Dynamic Scale-Aware Fusion Detection Network: Take Road Damage Detection as an exampleCode0
Relaxed Rotational Equivariance via G-Biases in VisionCode0
SBDet: A Symmetry-Breaking Object Detector via Relaxed Rotation-Equivariance0
GUI Element Detection Using SOTA YOLO Deep Learning ModelsCode1
Underwater Soft Coral Detection: SCoralNet for Accurate and Efficient Annotation.0
RayFormer: Improving Query-Based Multi-Camera 3D Object Detection via Ray-Centric Strategies0
TXL-PBC: a freely accessible labeled peripheral blood cell datasetCode1
Relation DETR: Exploring Explicit Position Relation Prior for Object DetectionCode3
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SARATR-XmAP57.3Unverified
2DenoDetbox mAP55.4Unverified
3MSFA (F-RCNN+ConvNext-T)box mAP54.8Unverified
4MSFA (GFL+R50)box mAP53.7Unverified
5MSFA (Deformable DETR)box mAP51.3Unverified
6MSFA (F-RCNN+R50)box mAP51.1Unverified
7Cascade R-CNNbox mAP51.1Unverified
8Deformable DETRbox mAP50Unverified
9FCOSbox mAP49.8Unverified
10F-RCNNbox mAP49Unverified
#ModelMetricClaimedVerifiedStatus
1OAFAtest/mAP5079.4Unverified
2CALNettest/mAP5075.4Unverified
3CAGTDetVal/mAP5074.6Unverified
4C2Formertest/mAP5072.8Unverified
5TarDALtest/mAP5072.6Unverified
6AR-CNNVal/mAP5071.6Unverified
7GLFNettest/mAP5071.4Unverified
8TSFADettest/mAP5070.4Unverified
9CIANVal/mAP5070.2Unverified
10HalfwayFusionVal/mAP5068.2Unverified
#ModelMetricClaimedVerifiedStatus
1TransMindmAP70.7Unverified
2YOLOv7mAP69.5Unverified
3TOODmAP65.6Unverified
4YOLOXmAP57.7Unverified
5Sparse R-CNNmAP47.3Unverified
#ModelMetricClaimedVerifiedStatus
1yolov8smAP500.98Unverified
2yolov8mmAP500.97Unverified
3yolov5smAP500.97Unverified
4yolov8nmAP500.97Unverified
5yolov5nmAP500.96Unverified
#ModelMetricClaimedVerifiedStatus
1EMV-YOLOmAP79.7Unverified
2MAETmAP77.7Unverified
3WARLearnmAP55.7Unverified
#ModelMetricClaimedVerifiedStatus
1MambaCoral-DiffDetmAP5084.3Unverified
2SCoralDetmAP5080.19Unverified
3SCoralNetmAP53.9Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tclear hard (AP)79.48Unverified
2Deep Entropy Fusionclear hard (AP)79.46Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tdense fog hard (AP)78.21Unverified
2Deep Entropy Fusiondense fog hard (AP)76.69Unverified
#ModelMetricClaimedVerifiedStatus
1InternImage-HmAP38.8Unverified
#ModelMetricClaimedVerifiedStatus
1LACLSDetection: Full (mAP@0.5)59.3Unverified
#ModelMetricClaimedVerifiedStatus
1GCC-NetAll mAP69.1Unverified
#ModelMetricClaimedVerifiedStatus
1SCAResNetmAP@0.562.6Unverified
#ModelMetricClaimedVerifiedStatus
1Yolov8x (640x640)mAP61.4Unverified
#ModelMetricClaimedVerifiedStatus
1GLIPAverage mAP0.11Unverified
#ModelMetricClaimedVerifiedStatus
1WARLearnMAP52.6Unverified
#ModelMetricClaimedVerifiedStatus
1rotated-retinanet-rbox-r360_r50_fpn_6x.pyAP50(T<90)0.53Unverified
#ModelMetricClaimedVerifiedStatus
1YOLOv12xAP500.9Unverified
#ModelMetricClaimedVerifiedStatus
1RT-DSAFDetAP@0.554.2Unverified