SOTAVerified

Object Detection

Papers

Showing 68766900 of 10957 papers

TitleStatusHype
Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability0
iCAR: Bridging Image Classification and Image-text Alignment for Visual RecognitionCode0
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information0
Future Object Detection with Spatiotemporal TransformersCode0
Understanding the Domain Gap in LiDAR Object Detection Networks0
Weakly Aligned Feature Fusion for Multimodal Object Detection0
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond0
Weighted Bayesian Gaussian Mixture Model for Roadside LiDAR Object Detection0
Residual Mixture of Experts0
Sequential Point Clouds: A Survey0
Assembly Planning from Observations under Physical Constraints0
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles0
Detect-and-describe: Joint learning framework for detection and description of objectsCode0
Shape-Aware Monocular 3D Object Detection0
Image Data Augmentation for Deep Learning: A Survey0
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models0
Global-and-Local Collaborative Learning for Co-Salient Object DetectionCode0
Proposal-free Lidar Panoptic Segmentation with Pillar-level Affinity0
A Region-Based Deep Learning Approach to Automated Retail Checkout0
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives0
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos0
A Pre-study on Data Processing Pipelines for Roadside Object Detection Systems Towards Safer Road Infrastructure0
Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint0
An Extendable, Efficient and Effective Transformer-based Object Detector0
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection0
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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