SOTAVerified

Object Detection

Papers

Showing 40214030 of 10957 papers

TitleStatusHype
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object DetectionCode0
DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural ImagesCode0
8-Calves Image datasetCode0
AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video AnalyticsCode0
Light-Weight RetinaNet for Object DetectionCode0
LIMEtree: Consistent and Faithful Multi-class ExplanationsCode0
DeepScores and Deep Watershed Detection: current state and open issuesCode0
Deep Retinal Image UnderstandingCode0
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene UnderstandingCode0
LiDAttack: Robust Black-box Attack on LiDAR-based Object DetectionCode0
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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