SOTAVerified

Object Detection

Papers

Showing 5175 of 10957 papers

TitleStatusHype
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object DetectionCode4
DN-DETR: Accelerate DETR Training by Introducing Query DeNoisingCode4
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive ReinforcementCode4
Strip R-CNN: Large Strip Convolution for Remote Sensing Object DetectionCode4
RSAR: Restricted State Angle Resolver and Rotated SAR BenchmarkCode4
Deep Residual Learning for Image RecognitionCode4
RTMDet: An Empirical Study of Designing Real-Time Object DetectorsCode4
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic KernelsCode4
OK-Robot: What Really Matters in Integrating Open-Knowledge Models for RoboticsCode4
Mamba YOLO: A Simple Baseline for Object Detection with State Space ModelCode4
Memory-aided Contrastive Consensus Learning for Co-salient Object DetectionCode4
DAMO-YOLO : A Report on Real-Time Object Detection DesignCode4
A Survey on Visual MambaCode4
YOLOv11-RGBT: Towards a Comprehensive Single-Stage Multispectral Object Detection FrameworkCode4
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition TasksCode3
MaxViT: Multi-Axis Vision TransformerCode3
MMLSpark: Unifying Machine Learning Ecosystems at Massive ScalesCode3
MagicDrive: Street View Generation with Diverse 3D Geometry ControlCode3
Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing CommunityCode3
Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object DetectionCode3
MTP: Advancing Remote Sensing Foundation Model via Multi-Task PretrainingCode3
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object DetectionCode3
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object DetectionCode3
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample SelectionCode3
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object DetectionCode3
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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