SOTAVerified

Object Detection

Papers

Showing 16011625 of 10957 papers

TitleStatusHype
ADFQ-ViT: Activation-Distribution-Friendly Post-Training Quantization for Vision Transformers0
SegVG: Transferring Object Bounding Box to Segmentation for Visual GroundingCode2
Visual Grounding with Attention-Driven Constraint Balancing0
Global Context Modeling in YOLOv8 for Pediatric Wrist Fracture DetectionCode0
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal0
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object DetectionCode1
Robust ADAS: Enhancing Robustness of Machine Learning-based Advanced Driver Assistance Systems for Adverse Weather0
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object DetectionCode0
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning0
DM3D: Distortion-Minimized Weight Pruning for Lossless 3D Object Detection0
Multi-Grained Contrast for Data-Efficient Unsupervised Representation LearningCode1
Similarity Distance-Based Label Assignment for Tiny Object DetectionCode1
Comprehensive Performance Evaluation of YOLO11, YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments0
GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection0
SOOD++: Leveraging Unlabeled Data to Boost Oriented Object DetectionCode2
Formal Verification of Deep Neural Networks for Object Detection0
Eliminating Position Bias of Language Models: A Mechanistic ApproachCode1
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection0
Scarecrow monitoring system:employing mobilenet ssd for enhanced animal supervision0
DroBoost: An Intelligent Score and Model Boosting Method for Drone Detection0
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review0
Basketball-SORT: An Association Method for Complex Multi-object Occlusion Problems in Basketball Multi-object Tracking0
RepAct: The Re-parameterizable Adaptive Activation FunctionCode0
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones0
Instance Temperature Knowledge DistillationCode0
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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