SOTAVerified

Object Detection

Papers

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Showing 41–50 of 10957 papers

TitleStatusHype
FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image FusionCode0
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration—0
Semantic-decoupled Spatial Partition Guided Point-supervised Oriented Object DetectionCode1
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement—0
DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos—0
CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects—0
WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event Cameras—0
Data Augmentation For Small Object using Fast AutoAugment—0
Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection—0
ADAM: Autonomous Discovery and Annotation Model using LLMs for Context-Aware Annotations—0
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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