SOTAVerified

Object Detection

Papers

Showing 73017325 of 10957 papers

TitleStatusHype
Physics-based Scene-level Reasoning for Object Pose Estimation in Clutter0
HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer0
ET tu, CLIP? Addressing Common Object Errors for Unseen Environments0
CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection0
ROSA: Robust Salient Object Detection against Adversarial Attacks0
HeightFormer: Explicit Height Modeling without Extra Data for Camera-only 3D Object Detection in Bird's Eye View0
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective0
AIP: Adversarial Iterative Pruning Based on Knowledge Transfer for Convolutional Neural Networks0
PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network0
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection0
Head-tail Loss: A simple function for Oriented Object Detection and Anchor-free models0
CST: Calibration Side-Tuning for Parameter and Memory Efficient Transfer Learning0
HEAD: A Bandwidth-Efficient Cooperative Perception Approach for Heterogeneous Connected and Autonomous Vehicles0
PillarNeSt: Embracing Backbone Scaling and Pretraining for Pillar-based 3D Object Detection0
Attention Discriminant Sampling for Point Clouds0
HDNET: Exploiting HD Maps for 3D Object Detection0
HDI-Former: Hybrid Dynamic Interaction ANN-SNN Transformer for Object Detection Using Frames and Events0
HC-Search for Structured Prediction in Computer Vision0
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks0
A Correction-Based Dynamic Enhancement Framework towards Underwater Detection0
PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module0
Pitch Contour Exploration Across Audio Domains: A Vision-Based Transfer Learning Approach0
Preprocessing Enhanced Image Compression for Machine Vision0
CSDNet: Detect Salient Object in Depth-Thermal via A Lightweight Cross Shallow and Deep Perception Network0
CSDA: Learning Category-Scale Joint Feature for 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