SOTAVerified

Object Detection

Papers

Showing 531540 of 10957 papers

TitleStatusHype
Tiny Object Tracking: A Large-scale Dataset and A BaselineCode2
Context Autoencoder for Self-Supervised Representation LearningCode2
VOS: Learning What You Don't Know by Virtual Outlier SynthesisCode2
The KFIoU Loss for Rotated Object DetectionCode2
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETRCode2
RelTR: Relation Transformer for Scene Graph GenerationCode2
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention MechanismCode2
UniFormer: Unifying Convolution and Self-attention for Visual RecognitionCode2
TransVOD: End-to-End Video Object Detection with Spatial-Temporal TransformersCode2
Pedestrian Detection: Domain Generalization, CNNs, Transformers and BeyondCode2
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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