SOTAVerified

Object Detection

Papers

Showing 89018925 of 10957 papers

TitleStatusHype
Improving One-shot NAS by Suppressing the Posterior Fading0
Active Learning with Point Supervision for Cost-Effective Panicle Detection in Cereal Crops0
Kidney Recognition in CT Using YOLOv30
ANDA: A Novel Data Augmentation Technique Applied to Salient Object DetectionCode0
Generalization Bounds for Convolutional Neural Networks0
360-Indoor: Towards Learning Real-World Objects in 360° Indoor Equirectangular Images0
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object DetectionCode0
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning0
Embodied Language Grounding with 3D Visual Feature RepresentationsCode0
Meta R-CNN: Towards General Solver for Instance-Level Low-Shot LearningCode0
Meta-Learning to Detect Rare Objects0
EGNet: Edge Guidance Network for Salient Object DetectionCode0
Learning to Rank Proposals for Object Detection0
Objects365: A Large-Scale, High-Quality Dataset for Object Detection0
Enriched Feature Guided Refinement Network for Object DetectionCode0
Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving0
Object Guided External Memory Network for Video Object Detection0
Dynamic Anchor Feature Selection for Single-Shot Object Detection0
Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection0
Hierarchical Shot DetectorCode0
C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection0
Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection0
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification0
WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object DetectionCode0
Stacked Cross Refinement Network for Edge-Aware Salient 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