SOTAVerified

Object Detection

Papers

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Showing 401–425 of 10957 papers

TitleStatusHype
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters—0
From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning—0
Feature-EndoGaussian: Feature Distilled Gaussian Splatting in Surgical Deformable Scene Reconstruction—0
Get In Video: Add Anything You Want to the Video—0
2D Object Detection: A Survey—0
Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection—0
Fine-Tuning Florence2 for Enhanced Object Detection in Un-constructed Environments: Vision-Language Model Approach—0
ReynoldsFlow: Exquisite Flow Estimation via Reynolds Transport TheoremCode0
Shaken, Not Stirred: A Novel Dataset for Visual Understanding of Glasses in Human-Robot Bartending Tasks—0
Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation—0
Periodontal Bone Loss Analysis via Keypoint Detection With Heuristic Post-Processing—0
AI-Driven Multi-Stage Computer Vision System for Defect Detection in Laser-Engraved Industrial Nameplates—0
L2RDaS: Synthesizing 4D Radar Tensors for Model Generalization via Dataset Expansion—0
BEVMOSNet: Multimodal Fusion for BEV Moving Object Segmentation—0
MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images—0
Simulation-Based Performance Evaluation of 3D Object Detection Methods with Deep Learning for a LiDAR Point Cloud Dataset in a SOTIF-related Use CaseCode0
ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge—0
SSNet: Saliency Prior and State Space Model-based Network for Salient Object Detection in RGB-D Images—0
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New DatasetCode1
Robust detection of overlapping bioacoustic sound events—0
Class-Aware PillarMix: Can Mixed Sample Data Augmentation Enhance 3D Object Detection with Radar Point Clouds?—0
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized DetectionCode1
Illuminant and light direction estimation using Wasserstein distance method—0
ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection—0
Uncertainty Representation in a SOTIF-Related Use Case with Dempster-Shafer Theory for LiDAR Sensor-Based Object DetectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified