SOTAVerified

Object Detection

Papers

Showing 62766300 of 10957 papers

TitleStatusHype
A Comparative Review of Recent Few-Shot Object Detection Algorithms0
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network0
Cross-Modality Fusion Transformer for Multispectral Object DetectionCode1
Improving Camouflaged Object Detection with the Uncertainty of Pseudo-edge LabelsCode0
Facial Emotion Recognition: A multi-task approach using deep learningCode0
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object DetectionCode0
Privacy Aware Person Detection in Surveillance Data0
Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection0
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep LearningCode1
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic SimilarityCode1
Beyond Classification: Knowledge Distillation using Multi-Object Impressions0
SiamPolar: Semi-supervised Realtime Video Object Segmentation with Polar Representation0
A Survey of Self-Supervised and Few-Shot Object DetectionCode1
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing ImagesCode1
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUsCode1
Robust Ellipsoid-specific Fitting via Expectation Maximization0
A Normalized Gaussian Wasserstein Distance for Tiny Object DetectionCode1
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box RegressionCode1
Instant Response Few-shot Object Detection with Meta Strategy and Explicit Localization InferenceCode0
HR-RCNN: Hierarchical Relational Reasoning for Object Detection0
Response-based Distillation for Incremental Object Detection0
Bone Marrow Cell Recognition: Training Deep Object Detection with A New Loss Function0
Raw Bayer Pattern Image Synthesis for Computer Vision-oriented Image Signal Processing Pipeline Design0
MUSE: Feature Self-Distillation with Mutual Information and Self-Information0
Deep Learning for UAV-based Object Detection and Tracking: A Survey0
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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