SOTAVerified

Object Detection

Papers

Showing 19211930 of 10957 papers

TitleStatusHype
Co-Fix3D: Enhancing 3D Object Detection with Collaborative RefinementCode1
Cyclic-Bootstrap Labeling for Weakly Supervised Object DetectionCode1
CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object Detection with Very Limited AnnotationsCode1
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like SettingCode1
GOOD: Exploring Geometric Cues for Detecting Objects in an Open WorldCode1
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding BoxCode1
Collaborative Camouflaged Object Detection: A Large-Scale Dataset and BenchmarkCode1
GradAug: A New Regularization Method for Deep Neural NetworksCode1
Instance Relation Graph Guided Source-Free Domain Adaptive Object DetectionCode1
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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