SOTAVerified

Object Detection

Papers

Showing 401425 of 10957 papers

TitleStatusHype
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5Code2
Universal Guidance for Diffusion ModelsCode2
SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual RecognitionCode2
DSVT: Dynamic Sparse Voxel Transformer with Rotated SetsCode2
Wildfire Smoke Detection with Computer VisionCode2
FocalFormer3D: Focusing on Hard Instance for 3D Object DetectionCode2
Improving CLIP Fine-tuning PerformanceCode2
DETR Does Not Need Multi-Scale or Locality DesignCode2
Reversible Column NetworksCode2
NMS Strikes BackCode2
Recurrent Vision Transformers for Object Detection with Event CamerasCode2
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationCode2
GRiT: A Generative Region-to-text Transformer for Object UnderstandingCode2
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image FusionCode2
Roboflow 100: A Rich, Multi-Domain Object Detection BenchmarkCode2
Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token MigrationCode2
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world LearningCode2
NeRF-RPN: A general framework for object detection in NeRFsCode2
MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D PerceptionCode2
Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal FusionCode2
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object TrackingCode2
MogaNet: Multi-order Gated Aggregation NetworkCode2
Large Scale Radio Frequency Wideband Signal Detection & RecognitionCode2
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object DetectionCode2
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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