SOTAVerified

Object Detection

Papers

Showing 93769400 of 10957 papers

TitleStatusHype
All-In-One Underwater Image Enhancement using Domain-Adversarial LearningCode0
Prostate Cancer Detection using Deep Convolutional Neural Networks0
Toward Runtime-Throttleable Neural Networks0
Disentangling Monocular 3D Object Detection0
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks0
Training Data Subset Search with Ensemble Active Learning0
Efficient Object Embedding for Spliced Image Retrieval0
Evaluating and Calibrating Uncertainty Prediction in Regression Tasks0
Domain Generalization via Universal Non-volume Preserving Models0
LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomizationCode0
A Systematic Framework for Natural Perturbations from Videos0
Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection0
FAN: Focused Attention Networks0
Learning to Detect and Retrieve Objects from Unlabeled VideosCode0
Uncertainty Estimation in One-Stage Object DetectionCode0
FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule NetworksCode0
OVSNet : Towards One-Pass Real-Time Video Object Segmentation0
Light-Weight RetinaNet for Object DetectionCode0
Prognostic Value of Transfer Learning Based Features in Resectable Pancreatic Ductal Adenocarcinoma0
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional NetworksCode0
Shift R-CNN: Deep Monocular 3D Object Detection with Closed-Form Geometric Constraints0
Data-Efficient Image Recognition with Contrastive Predictive CodingCode0
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud0
Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal ImageryCode0
A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT DevicesCode0
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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