SOTAVerified

Object Detection

Papers

Showing 2650 of 10957 papers

TitleStatusHype
YOLOv6 v3.0: A Full-Scale ReloadingCode5
YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsCode5
Slicing Aided Hyper Inference and Fine-tuning for Small Object DetectionCode5
A ConvNet for the 2020sCode5
YOLOv11-RGBT: Towards a Comprehensive Single-Stage Multispectral Object Detection FrameworkCode4
FG-CLIP: Fine-Grained Visual and Textual AlignmentCode4
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive ReinforcementCode4
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic KernelsCode4
RSAR: Restricted State Angle Resolver and Rotated SAR BenchmarkCode4
Strip R-CNN: Large Strip Convolution for Remote Sensing Object DetectionCode4
UltimateDO: An Efficient Framework to Marry Occupancy Prediction with 3D Object Detection via Channel2heightCode4
Mamba YOLO: A Simple Baseline for Object Detection with State Space ModelCode4
A Survey on Visual MambaCode4
LSKNet: A Foundation Lightweight Backbone for Remote SensingCode4
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object DetectionCode4
TUMTraf V2X Cooperative Perception DatasetCode4
ActiveAnno3D -- An Active Learning Framework for Multi-Modal 3D Object DetectionCode4
OK-Robot: What Really Matters in Integrating Open-Knowledge Models for RoboticsCode4
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment AnythingCode4
Memory-aided Contrastive Consensus Learning for Co-salient Object DetectionCode4
RTMDet: An Empirical Study of Designing Real-Time Object DetectorsCode4
DAMO-YOLO : A Report on Real-Time Object Detection DesignCode4
DiffusionDet: Diffusion Model for Object DetectionCode4
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsCode4
LET-3D-AP: Longitudinal Error Tolerant 3D Average Precision for Camera-Only 3D DetectionCode4
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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