SOTAVerified

Object Detection

Papers

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Showing 1021–1030 of 10957 papers

TitleStatusHype
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion—0
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
Fire and Smoke Detection with Burning Intensity RepresentationCode1
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained ModelsCode0
DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units—0
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding—0
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning—0
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning—0
Few-shot target-driven instance detection based on open-vocabulary object detection models—0
How Important are Data Augmentations to Close the Domain Gap for Object Detection in Orbit?—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