SOTAVerified

Object Detection

Papers

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Showing 1–10 of 10957 papers

TitleStatusHype
RS-TinyNet: Stage-wise Feature Fusion Network for Detecting Tiny Objects in Remote Sensing Images—0
Dual LiDAR-Based Traffic Movement Count Estimation at a Signalized Intersection: Deployment, Data Collection, and Preliminary Analysis—0
Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection—0
A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains—0
Vision-based Perception for Autonomous Vehicles in Obstacle Avoidance Scenarios—0
Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping—0
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge—0
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR RepresentationsCode1
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
Weakly-supervised Contrastive Learning with Quantity Prompts for Moving Infrared Small Target DetectionCode0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Cascade Eff-B7 NAS-FPN (Copy Paste pre-training, single-scale)MAP89.3—Unverified
2YOLO-FormerMAP86.01—Unverified
3DETReg (MDef-DETR)MAP84.16—Unverified
4HSD (VGG16, 512x512, single-scale test)MAP83—Unverified
5CoupleNetMAP82.7—Unverified
6EEEA-Net-C2 (YOLOv4)MAP81.8—Unverified
7HSD (VGG16, 320x320, single-scale test)MAP81.7—Unverified
8SSD512 (07+12+COCO)MAP81.6—Unverified
9BlitzNet512 + seg (s8)MAP81.5—Unverified
10LocalizeMAP81.5—Unverified