SOTAVerified

Object Detection

Papers

Showing 111120 of 10957 papers

TitleStatusHype
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object DetectionCode3
LION: Linear Group RNN for 3D Object Detection in Point CloudsCode3
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary DetectionCode3
Data Generation for Hardware-Friendly Post-Training QuantizationCode3
Hyper-YOLO: When Visual Object Detection Meets Hypergraph ComputationCode3
Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing CommunityCode3
DeepInteraction++: Multi-Modality Interaction for Autonomous DrivingCode3
Frequency Dynamic Convolution for Dense Image PredictionCode3
Deformable DETR: Deformable Transformers for End-to-End Object DetectionCode3
Bag of Freebies for Training Object Detection Neural NetworksCode3
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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