SOTAVerified

Object Detection

Papers

Showing 561570 of 10957 papers

TitleStatusHype
LambdaNetworks: Modeling Long-Range Interactions Without AttentionCode2
Scale Normalized Image Pyramids with AutoFocus for Object DetectionCode2
Evaluating Large-Vocabulary Object Detectors: The Devil is in the DetailsCode2
Bottleneck Transformers for Visual RecognitionCode2
BirdNET: A deep learning solution for avian diversity monitoringCode2
Simplifying Object Segmentation with PixelLib LibraryCode2
VinVL: Revisiting Visual Representations in Vision-Language ModelsCode2
Global Context NetworksCode2
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose AnnotationsCode2
Sparse R-CNN: End-to-End Object Detection with Learnable ProposalsCode2
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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