SOTAVerified

Object Detection

Papers

Showing 301325 of 10957 papers

TitleStatusHype
Global Context Vision TransformersCode2
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and TransformerCode2
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural NetworksCode2
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene ImageryCode2
DSVT: Dynamic Sparse Voxel Transformer with Rotated SetsCode2
A Strong and Reproducible Object Detector with Only Public DatasetsCode2
DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object DetectionCode2
Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object DetectionCode2
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion DetectionCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data GenerationCode2
Dilated Neighborhood Attention TransformerCode2
DQ-DETR: DETR with Dynamic Query for Tiny Object DetectionCode2
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object DetectionCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision ApplicationsCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object DetectionCode2
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5Code2
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and FutureCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
A Light-Weight Framework for Open-Set Object Detection with Decoupled Feature Alignment in Joint SpaceCode2
DiffusionTrack: Diffusion Model For Multi-Object TrackingCode2
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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