SOTAVerified

2D Object Detection

Papers

Showing 110 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
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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
6Cascade R-CNNbox mAP51.1Unverified
7MSFA (F-RCNN+R50)box mAP51.1Unverified
8Deformable DETRbox mAP50Unverified
9FCOSbox mAP49.8Unverified
10F-RCNNbox mAP49Unverified