SOTAVerified

Object Detection

Papers

Showing 23012310 of 10957 papers

TitleStatusHype
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception TasksCode1
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI PoolingCode1
SDGE: Stereo Guided Depth Estimation for 360^ Camera Sets0
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image SegmentationCode0
UncertaintyTrack: Exploiting Detection and Localization Uncertainty in Multi-Object TrackingCode1
A Multispectral Automated Transfer Technique (MATT) for machine-driven image labeling utilizing the Segment Anything Model (SAM)0
LiRaFusion: Deep Adaptive LiDAR-Radar Fusion for 3D Object DetectionCode1
MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object DetectionCode2
ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual ConnectionsCode1
GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph CreationCode1
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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