SOTAVerified

Object Detection

Papers

Showing 931940 of 10957 papers

TitleStatusHype
Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
Fast and Efficient Transformer-based Method for Bird's Eye View Instance PredictionCode1
Track Any Peppers: Weakly Supervised Sweet Pepper Tracking Using VLMs0
Multi-scale Frequency Enhancement Network for Blind Image Deblurring0
United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
LFSamba: Marry SAM with Mamba for Light Field Salient Object DetectionCode0
FuzzRisk: Online Collision Risk Estimation for Autonomous Vehicles based on Depth-Aware Object Detection via Fuzzy Inference0
AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems0
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing0
LSSInst: Improving Geometric Modeling in LSS-Based BEV Perception with Instance RepresentationCode1
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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