SOTAVerified

Object Detection

Papers

Showing 24712480 of 10957 papers

TitleStatusHype
Decoupling Classifier for Boosting Few-shot Object Detection and Instance SegmentationCode1
Aligning Bird-Eye View Representation of Point Cloud Sequences using Scene FlowCode1
Improving Model Generalization by Agreement of Learned Representations from Data AugmentationCode1
Improving Object Detection by Label Assignment DistillationCode1
Investigating the Impact of Multi-LiDAR Placement on Object Detection for Autonomous DrivingCode1
Taming Self-Training for Open-Vocabulary Object DetectionCode1
Improving the Detection of Small Oriented Objects in Aerial ImagesCode1
Improving Transferability for Domain Adaptive Detection TransformersCode1
Aligning Pretraining for Detection via Object-Level Contrastive LearningCode1
Dual Radar: A Multi-modal Dataset with Dual 4D Radar for Autonomous DrivingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified