SOTAVerified

Object Detection

Papers

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Showing 2721–2730 of 10957 papers

TitleStatusHype
PointOBB: Learning Oriented Object Detection via Single Point SupervisionCode1
All in One: RGB, RGB-D, and RGB-T Salient Object Detection—0
When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence—0
Towards Transferable Multi-modal Perception Representation Learning for Autonomy: NeRF-Supervised Masked AutoEncoder—0
Periodically Exchange Teacher-Student for Source-Free Object DetectionCode1
EA-KD: Entropy-based Adaptive Knowledge Distillation—0
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration—0
P2RBox: Point Prompt Oriented Object Detection with SAM—0
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory—0
T-Rex: Counting by Visual Prompting—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