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Object Detection

Papers

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Showing 941–950 of 10957 papers

TitleStatusHype
An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal ModelsCode1
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving—0
Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent—0
Open-set object detection: towards unified problem formulation and benchmarking—0
SimpleBEV: Improved LiDAR-Camera Fusion Architecture for 3D Object Detection—0
Exploring the Feasibility of Affordable Sonar Technology: Object Detection in Underwater Environments Using the Ping 360Code0
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion—0
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution DataCode0
Pose2Trajectory: Using Transformers on Body Pose to Predict Tennis Player's Trajectory—0
UEVAVD: A Dataset for Developing UAV's Eye View Active Object DetectionCode0
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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