SOTAVerified

Object Detection

Papers

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Showing 1501–1510 of 10957 papers

TitleStatusHype
Rethinking Feature Backbone Fine-tuning for Remote Sensing Object Detection—0
Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety AnalysisCode1
RayFormer: Improving Query-Based Multi-Camera 3D Object Detection via Ray-Centric Strategies—0
A New Lightweight Hybrid Graph Convolutional Neural Network -- CNN Scheme for Scene Classification using Object Detection InferenceCode0
MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images—0
Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation—0
Bucketed Ranking-based Losses for Efficient Training of Object DetectorsCode1
EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition—0
Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks—0
SUSTechGAN: Image Generation for Object Detection in Adverse Conditions of Autonomous DrivingCode0
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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