SOTAVerified

Object Detection

Papers

Showing 50515075 of 10957 papers

TitleStatusHype
Sample hardness based gradient loss for long-tailed cervical cell detection0
Global Hierarchical Attention for 3D Point Cloud Analysis0
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy ImagesCode0
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object DetectionCode1
Memory-Guided Collaborative Attention for Nighttime Thermal Infrared Image ColorizationCode0
Task-Balanced Distillation for Object Detection0
Fine-Grained Semantically Aligned Vision-Language Pre-TrainingCode1
End-to-end deep learning for directly estimating grape yield from ground-based imagery0
Scalable Video Coding for Humans and Machines0
DropKey0
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection0
Automatic Acne Object Detection and Acne Severity Grading Using Smartphone Images and Artificial IntelligenceCode0
Template matching with white balance adjustment under multiple illuminants0
Learning Prior Feature and Attention Enhanced Image InpaintingCode1
KD-SCFNet: Towards More Accurate and Efficient Salient Object Detection via Knowledge DistillationCode1
A Real-time Edge-AI System for Reef Surveys0
Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions0
DSLA: Dynamic smooth label assignment for efficient anchor-free object detectionCode1
Motion-aware Memory Network for Fast Video Salient Object DetectionCode0
Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation ExploitationCode2
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives0
Class-Difficulty Based Methods for Long-Tailed Visual RecognitionCode1
Why Accuracy Is Not Enough: The Need for Consistency in Object Detection0
Towards Large-Scale Small Object Detection: Survey and Benchmarks0
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated ConvolutionsCode2
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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