SOTAVerified

Object Detection

Papers

Showing 201225 of 10957 papers

TitleStatusHype
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural NetworksCode2
Efficient Multi-Scale Attention Module with Cross-Spatial LearningCode2
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5Code2
DSVT: Dynamic Sparse Voxel Transformer with Rotated SetsCode2
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondCode2
EGTR: Extracting Graph from Transformer for Scene Graph GenerationCode2
Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object DetectionCode2
Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine PerceptionCode2
Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion ApproachCode2
Agent Attention: On the Integration of Softmax and Linear AttentionCode2
ESOD: Efficient Small Object Detection on High-Resolution ImagesCode2
Evaluating Large-Vocabulary Object Detectors: The Devil is in the DetailsCode2
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and TransformerCode2
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object DetectionCode2
F2DNet: Fast Focal Detection Network for Pedestrian DetectionCode2
FasterViT: Fast Vision Transformers with Hierarchical AttentionCode2
Fast R-CNNCode2
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of VehiclesCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
Fine-Grained Stochastic Architecture SearchCode2
FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height PluginCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
Focusing on Tracks for Online Multi-Object TrackingCode2
DQ-DETR: DETR with Dynamic Query for Tiny 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