SOTAVerified

Object Detection

Papers

Showing 276300 of 10957 papers

TitleStatusHype
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5Code2
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision ApplicationsCode2
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and TransformerCode2
EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object DetectionCode2
An Empirical Study of Remote Sensing PretrainingCode2
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
DQ-DETR: DETR with Dynamic Query for Tiny Object DetectionCode2
DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object DetectionCode2
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondCode2
2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object DetectionCode2
DSVT: Dynamic Sparse Voxel Transformer with Rotated SetsCode2
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object DetectionCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object DetectionCode2
EFFOcc: A Minimal Baseline for EFficient Fusion-based 3D Occupancy NetworkCode2
FocalFormer3D: Focusing on Hard Instance for 3D Object DetectionCode2
DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object DetectionCode2
DEYO: DETR with YOLO for End-to-End Object DetectionCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point CloudsCode2
DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object DetectionCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
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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