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Object Detection

Papers

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Showing 761–770 of 10957 papers

TitleStatusHype
Mr. DETR: Instructive Multi-Route Training for Detection TransformersCode2
Object-Focused Data Selection for Dense Prediction Tasks—0
HS-FPN: High Frequency and Spatial Perception FPN for Tiny Object Detection—0
A dual contrastive framework—0
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection—0
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach—0
SEGT: A General Spatial Expansion Group Transformer for nuScenes Lidar-based Object Detection Task—0
ContextHOI: Spatial Context Learning for Human-Object Interaction Detection—0
Sensing for Space Safety and Sustainability: A Deep Learning Approach with Vision Transformers—0
STEAM: Squeeze and Transform Enhanced Attention Module—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