SOTAVerified

Object Detection

Papers

Showing 376400 of 10957 papers

TitleStatusHype
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual LabelsCode1
Simulating Automotive Radar with Lidar and Camera Inputs0
Referring to Any PersonCode2
SparseVoxFormer: Sparse Voxel-based Transformer for Multi-modal 3D Object Detection0
Boundary Regression for Leitmotif Detection in Music Audio0
Physics-based AI methodology for Material Parameter Extraction from Optical Data0
Accelerate 3D Object Detection Models via Zero-Shot Attention Key PruningCode1
VocalEyes: Enhancing Environmental Perception for the Visually Impaired through Vision-Language Models and Distance-Aware Object Detection0
Hierarchical Cross-Modal Alignment for Open-Vocabulary 3D Object Detection0
A Light Perspective for 3D Object Detection0
Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection0
HGO-YOLO: Advancing Anomaly Behavior Detection with Hierarchical Features and Lightweight Optimized Detection0
Availability-aware Sensor Fusion via Unified Canonical Space for 4D Radar, LiDAR, and Camera0
SimROD: A Simple Baseline for Raw Object Detection with Global and Local EnhancementsCode1
Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection0
Semantic Communications with Computer Vision Sensing for Edge Video Transmission0
RS2AD: End-to-End Autonomous Driving Data Generation from Roadside Sensor Observations0
Enhancing Layer Attention Efficiency through Pruning Redundant Retrievals0
SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic PromptsCode1
OV-SCAN: Semantically Consistent Alignment for Novel Object Discovery in Open-Vocabulary 3D Object Detection0
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive ReinforcementCode4
AnywhereDoor: Multi-Target Backdoor Attacks on Object DetectionCode0
From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning0
Accurate and Efficient Two-Stage Gun Detection in Video0
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters0
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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