SOTAVerified

Object Detection

Papers

Showing 591600 of 10957 papers

TitleStatusHype
Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation LearningCode2
Scale-Aware Trident Networks for Object DetectionCode2
PointPillars: Fast Encoders for Object Detection from Point CloudsCode2
SECOND: Sparsely Embedded Convolutional DetectionCode2
SNIPER: Efficient Multi-Scale TrainingCode2
Complex-YOLO: Real-time 3D Object Detection on Point CloudsCode2
ChainerCV: a Library for Deep Learning in Computer VisionCode2
Random Erasing Data AugmentationCode2
Focal Loss for Dense Object DetectionCode2
Revisiting Unreasonable Effectiveness of Data in Deep Learning EraCode2
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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