SOTAVerified

Object Detection

Papers

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Showing 581–590 of 10957 papers

TitleStatusHype
A Simple Aerial Detection Baseline of Multimodal Language ModelsCode2
PACF: Prototype Augmented Compact Features for Improving Domain Adaptive Object Detection—0
Polyp detection in colonoscopy images using YOLOv11—0
Predicting Performance of Object Detection Models in Electron Microscopy Using Random ForestsCode0
Bootstrapping Corner Cases: High-Resolution Inpainting for Safety Critical Detect and Avoid for Automated Flying—0
Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationCode1
ML Mule: Mobile-Driven Context-Aware Collaborative Learning—0
Dual Scale-aware Adaptive Masked Knowledge Distillation for Object Detection—0
TimberVision: A Multi-Task Dataset and Framework for Log-Component Segmentation and Tracking in Autonomous Forestry OperationsCode1
SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video EditingCode0
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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