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Object Detection

Papers

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Showing 3531–3540 of 10957 papers

TitleStatusHype
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models—0
ALP: Action-Aware Embodied Learning for Perception—0
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic SegmentationCode1
A Comparison of Self-Supervised Pretraining Approaches for Predicting Disease Risk from Chest Radiograph Images—0
Robustness Analysis on Foundational Segmentation Models—0
Infinite Photorealistic Worlds using Procedural GenerationCode5
Single-Stage Visual Query Localization in Egocentric Videos—0
DEYOv2: Rank Feature with Greedy Matching for End-to-End Object Detection—0
Multiclass Confidence and Localization Calibration for Object DetectionCode1
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail—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