SOTAVerified

Object Detection

Papers

Showing 801810 of 10957 papers

TitleStatusHype
Vision-Language Guidance for LiDAR-based Unsupervised 3D Object DetectionCode1
Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object DetectionCode1
RoCo:Robust Collaborative Perception By Iterative Object Matching and Pose AdjustmentCode1
DNTextSpotter: Arbitrary-Shaped Scene Text Spotting via Improved Denoising TrainingCode1
MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object DetectionCode1
Spatial Transformer Network YOLO Model for Agricultural Object DetectionCode1
WARM-3D: A Weakly-Supervised Sim2Real Domain Adaptation Framework for Roadside Monocular 3D Object DetectionCode1
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small DatasetsCode1
Robust Multimodal 3D Object Detection via Modality-Agnostic Decoding and Proximity-based Modality EnsembleCode1
Enhancing Fine-grained Object Detection in Aerial Images via Orthogonal MappingCode1
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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