SOTAVerified

Object Detection

Papers

Showing 39013925 of 10957 papers

TitleStatusHype
IC-FPS: Instance-Centroid Faster Point Sampling Module for 3D Point-base Object Detection0
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields0
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerCode1
BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation0
Model-agnostic explainable artificial intelligence for object detection in image dataCode0
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning0
Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous DrivingCode1
An intelligent modular real-time vision-based system for environment perceptionCode1
MaMMUT: A Simple Architecture for Joint Learning for MultiModal TasksCode0
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar SignalsCode1
DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and TrackingCode1
SimDistill: Simulated Multi-modal Distillation for BEV 3D Object DetectionCode1
MuRAL: Multi-Scale Region-based Active Learning for Object Detection0
De-coupling and De-positioning Dense Self-supervised LearningCode0
Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation0
DiffULD: Diffusive Universal Lesion Detection0
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Automated wildlife image classification: An active learning tool for ecological applicationsCode0
LinK: Linear Kernel for LiDAR-based 3D PerceptionCode1
Learning to Zoom and Unzoom0
A novel Multi to Single Module for small object detection0
Unsupervised Adaptation from Repeated Traversals for Autonomous DrivingCode0
Addressing the Challenges of Open-World Object Detection0
Transformer-based Multi-Instance Learning for Weakly Supervised Object Detection0
What Can Human Sketches Do for Object Detection?0
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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