SOTAVerified

Object Detection

Papers

Showing 35813590 of 10957 papers

TitleStatusHype
From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information0
Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation0
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning0
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models0
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism0
Efficient Single Object Detection on Image Patches with Early Exit Enhanced High-Precision CNNs0
Enhancing Object Detection in Ancient Documents with Synthetic Data Generation and Transformer-Based Models0
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios0
Enhancing object detection robustness: A synthetic and natural perturbation approach0
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images0
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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