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
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