SOTAVerified

Object Detection

Papers

Showing 38013825 of 10957 papers

TitleStatusHype
GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection0
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLO0
Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems0
Autobiasing Event Cameras0
Uncertainty Estimation for 3D Object Detection via Evidential Learning0
HD-OOD3D: Supervised and Unsupervised Out-of-Distribution object detection in LiDAR data0
Evaluating the Evolution of YOLO (You Only Look Once) Models: A Comprehensive Benchmark Study of YOLO11 and Its Predecessors0
Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images0
Whole-Herd Elephant Pose Estimation from Drone Data for Collective Behavior Analysis0
Context-Aware Token Selection and Packing for Enhanced Vision Transformer0
From Web Data to Real Fields: Low-Cost Unsupervised Domain Adaptation for Agricultural Robots0
First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 20240
EMMA: End-to-End Multimodal Model for Autonomous Driving0
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving0
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection0
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection0
Improving Image Data Leakage Detection in Automotive Software0
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial ApplicationsCode0
TACO: Adversarial Camouflage Optimization on Trucks to Fool Object Detectors0
Synthetica: Large Scale Synthetic Data for Robot Perception0
SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity0
Open-Vocabulary Object Detection via Language Hierarchy0
Historical Test-time Prompt Tuning for Vision Foundation Models0
Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-ResolutionCode0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
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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