SOTAVerified

Object Detection

Papers

Showing 16261650 of 10957 papers

TitleStatusHype
BOrg: A Brain Organoid-Based Mitosis Dataset for Automatic Analysis of Brain DiseasesCode0
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation0
Weighted Circle Fusion: Ensembling Circle Representation from Different Object Detection ResultsCode0
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object DetectionCode0
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO0
BiCo-Fusion: Bidirectional Complementary LiDAR-Camera Fusion for Semantic- and Spatial-Aware 3D Object Detection0
Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data0
STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning0
A Universal Railway Obstacle Detection System based on Semi-supervised Segmentation And Optical Flow0
CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection0
Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision BoundaryCode0
The Surprising Effectiveness of Multimodal Large Language Models for Video Moment RetrievalCode2
SpY: A Context-Based Approach to Spacecraft Component Detection0
Optimization of Autonomous Driving Image Detection Based on RFAConv and Triplet Attention0
MDHA: Multi-Scale Deformable Transformer with Hybrid Anchors for Multi-View 3D Object DetectionCode0
Towards Open-set Camera 3D Object Detection0
ET tu, CLIP? Addressing Common Object Errors for Unseen Environments0
Embedded event based object detection with spiking neural network0
Bosch Street Dataset: A Multi-Modal Dataset with Imaging Radar for Automated Driving0
LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect DetectionCode1
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments0
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain0
Smart Feature is What You NeedCode0
MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception0
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object DetectionCode1
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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