SOTAVerified

Object Detection

Papers

Showing 37013750 of 10957 papers

TitleStatusHype
Not All Pixels Are Equal: Learning Pixel Hardness for Semantic SegmentationCode1
Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation0
Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection0
SCRNet: a Retinex Structure-based Low-light Enhancement Model Guided by Spatial Consistency0
Multi-Modal 3D Object Detection by Box MatchingCode1
ROI-based Deep Image Compression with Swin Transformers0
Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection TransformerCode1
CLIP-Count: Towards Text-Guided Zero-Shot Object CountingCode1
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving0
Dish detection in food platters: A framework for automated diet logging and nutrition management0
SSD-MonoDETR: Supervised Scale-aware Deformable Transformer for Monocular 3D Object DetectionCode1
WEDGE: A multi-weather autonomous driving dataset built from generative vision-language modelsCode1
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision TransformersCode1
DeepSTEP -- Deep Learning-Based Spatio-Temporal End-To-End Perception for Autonomous Vehicles0
Towards a Better Understanding of the Computer Vision Research Community in Africa0
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous DrivingCode0
Thermal Bridges on Building RooftopsCode1
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection0
Guided Focal Stack Refinement Network for Light Field Salient Object Detection0
Self-supervised dense representation learning for live-cell microscopy with time arrow predictionCode1
Effects of Real-Life Traffic Sign Alteration on YOLOv7- an Object Recognition Model0
High-throughput Cotton Phenotyping Big Data Pipeline Lambda Architecture Computer Vision Deep Neural Networks0
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsCode1
SegGPT Meets Co-Saliency Scene0
Robust Traffic Light Detection Using Salience-Sensitive Loss: Computational Framework and Evaluations0
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive FieldsCode0
PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point CloudsCode2
YOLOCS: Object Detection based on Dense Channel Compression for Feature Spatial Solidification0
Context-Aware Chart Element DetectionCode1
Semantic Segmentation using Vision Transformers: A survey0
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models0
3D Small Object Detection with Dynamic Spatial PruningCode1
GAANet: Ghost Auto Anchor Network for Detecting Varying Size Drones in DarkCode0
Revisiting Table Detection Datasets for Visually Rich Documents0
Conditional and Residual Methods in Scalable Coding for Humans and MachinesCode0
OSDaR23: Open Sensor Data for Rail 20230
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with UncertaintyCode1
Aligning Bird-Eye View Representation of Point Cloud Sequences using Scene FlowCode1
OctFormer: Octree-based Transformers for 3D Point CloudsCode2
Contrastive Mean Teacher for Domain Adaptive Object DetectorsCode1
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything ModelCode2
Revisiting the Encoding of Satellite Image Time SeriesCode1
Illicit item detection in X-ray images for security applications0
Attention Based Feature Fusion For Multi-Agent Collaborative Perception0
Faster OreFSDet : A Lightweight and Effective Few-shot Object Detector for Ore ImagesCode1
Refined Response Distillation for Class-Incremental Player DetectionCode0
SelfDocSeg: A Self-Supervised vision-based Approach towards Document SegmentationCode1
TransCAR: Transformer-based Camera-And-Radar Fusion for 3D Object Detection0
The MCC approaches the geometric mean of precision and recall as true negatives approach infinity0
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
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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