SOTAVerified

Object Detection

Papers

Showing 49514975 of 10957 papers

TitleStatusHype
Impact of Scaled Image on Robustness of Deep Neural Networks0
DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection0
Image Models for large-scale Object Detection and Classification0
Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation0
Hybrid Gromov-Wasserstein Embedding for Capsule Learning0
Visual Prompting via Image InpaintingCode2
Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss0
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition0
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata0
Few-shot Adaptive Object Detection with Cross-Domain CutMix0
3DLG-Detector: 3D Object Detection via Simultaneous Local-Global Feature Learning0
Transfering Low-Frequency Features for Domain Adaptation0
Scatter Points in Space: 3D Detection from Multi-view Monocular Images0
AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection0
MRL: Learning to Mix with Attention and Convolutions0
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondCode1
PanorAMS: Automatic Annotation for Detecting Objects in Urban Context0
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images0
TemporalNet: Real-time 2D-3D Video Object Detection0
PV-RCNN++: Semantical Point-Voxel Feature Interaction for 3D Object Detection0
Radial Prediction Domain Adaption Classifier for the MIDOG 2022 ChallengeCode0
Explainability of Deep Learning models for Urban Space perceptionCode1
Open-Set Semi-Supervised Object Detection0
SAFE: Sensitivity-Aware Features for Out-of-Distribution Object DetectionCode1
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire Scenarios0
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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