SOTAVerified

Object Detection

Papers

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Showing 6201–6225 of 10957 papers

TitleStatusHype
Does depth estimation help object detection?—0
Modeling Clutter Perception using Parametric Proto-object Partitioning—0
Modeling Colors of Single Attribute Variations with Application to Food Appearance—0
Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection—0
Decoupled and Interactive Regression Modeling for High-performance One-stage 3D Object Detection—0
Modeling the Distributional Uncertainty for Salient Object Detection Models—0
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes—0
Impact of Video Compression on the Performance of Object Detection Systems for Surveillance Applications—0
Impact of Video Compression Artifacts on Fisheye Camera Visual Perception Tasks—0
Modelling of LIDAR sensor disturbances by solid airborne particles—0
MODETR: Moving Object Detection with Transformers—0
Modification method for single-stage object detectors that allows to exploit the temporal behaviour of a scene to improve detection accuracy—0
Impact of Scaled Image on Robustness of Deep Neural Networks—0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving—0
Impact of Light and Shadow on Robustness of Deep Neural Networks—0
Decouple and Reconstruct: Mining Discriminative Features for Cross-domain Object Detection—0
BOUNDARY REGULARIZED BUILDING FOOTPRINT EXTRACTION FROM SATELLITE IMAGES USING DEEP NEURAL NETWORKS—0
Modular network for high accuracy object detection—0
Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique—0
Modulating CNN Features with Pre-Trained ViT Representations for Open-Vocabulary Object Detection—0
Impact of Label Types on Training SWIN Models with Overhead Imagery—0
Modulating Localization and Classification for Harmonized Object Detection—0
Impact of Evidence Theory Uncertainty on Training Object Detection Models—0
MoKD: Multi-Task Optimization for Knowledge Distillation—0
Impact of Colour Variation on Robustness of Deep Neural Networks—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