SOTAVerified

Object Detection

Papers

Showing 96269650 of 10957 papers

TitleStatusHype
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization0
Super Diffusion for Salient Object Detection0
Polarity Loss for Zero-shot Object DetectionCode1
Task-generalizable Adversarial Attack based on Perceptual MetricCode0
Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object DetectionCode1
Rethinking ImageNet Pre-training0
Pneumonia Detection in Chest Radiographs0
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos0
Orthographic Feature Transform for Monocular 3D Object DetectionCode0
TSM: Temporal Shift Module for Efficient Video UnderstandingCode1
Scene Graph Generation via Conditional Random Fields0
Scalable Logo Recognition using Proxies0
FotonNet: A HW-Efficient Object Detection System Using 3D-Depth Segmentation and 2D-DNN Classifier0
Explain to Fix: A Framework to Interpret and Correct DNN Object Detector PredictionsCode0
Pixel-Anchor: A Fast Oriented Scene Text Detector with Combined Networks0
Fast Efficient Object Detection Using Selective Attention0
Past, Present, and Future Approaches Using Computer Vision for Animal Re-Identification from Camera Trap Data0
Optical Flow Based Online Moving Foreground Analysis0
Evaluation of deep neural networks for traffic sign detection systemsCode0
Revisiting Image-Language Networks for Open-ended Phrase DetectionCode0
SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated ObjectsCode1
Data-Efficient Graph Embedding Learning for PCB Component Detection0
Detecting The Objects on The Road Using Modular Lightweight Network0
DeRPN: Taking a further step toward more general object detectionCode1
Composite Binary Decomposition Networks0
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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