SOTAVerified

Object Detection

Papers

Showing 39013910 of 10957 papers

TitleStatusHype
Rethinking Local Perception in Lightweight Vision TransformerCode1
STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization0
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerCode1
Model-agnostic explainable artificial intelligence for object detection in image dataCode0
Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous DrivingCode1
BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation0
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning0
MuRAL: Multi-Scale Region-based Active Learning for Object Detection0
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar SignalsCode1
Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation0
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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