SOTAVerified

Object Detection

Papers

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Showing 201–210 of 10957 papers

TitleStatusHype
Visual Consensus Prompting for Co-Salient Object DetectionCode1
Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization—0
SLAM-Based Navigation and Fault Resilience in a Surveillance Quadcopter with Embedded Vision Systems—0
Context-Awareness and Interpretability of Rare Occurrences for Discovery and Formalization of Critical Failure Modes—0
DenSe-AdViT: A novel Vision Transformer for Dense SAR Object Detection—0
HMPE:HeatMap Embedding for Efficient Transformer-Based Small Object Detection—0
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models—0
Lightweight LiDAR-Camera 3D Dynamic Object Detection and Multi-Class Trajectory PredictionCode1
Towards a Multi-Agent Vision-Language System for Zero-Shot Novel Hazardous Object Detection for Autonomous Driving SafetyCode0
Weak Cube R-CNN: Weakly Supervised 3D Detection using only 2D Bounding Boxes—0
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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
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified