SOTAVerified

Object Detection

Papers

Showing 25712580 of 10957 papers

TitleStatusHype
Light Field Salient Object Detection: A Review and BenchmarkCode1
Lighting and Rotation Invariant Real-time Vehicle Wheel Detector based on YOLOv5Code1
Deep learning for radar data exploitation of autonomous vehicleCode1
Deep learning for table detection and structure recognition: A surveyCode1
Dynamic Retraining-Updating Mean Teacher for Source-Free Object DetectionCode1
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small DatasetsCode1
Lightweight Salient Object Detection in Optical Remote-Sensing Images via Semantic Matching and Edge AlignmentCode1
Like What You Like: Knowledge Distill via Neuron Selectivity TransferCode1
Dynamic Head: Unifying Object Detection Heads with AttentionsCode1
Dynamic Graph Message Passing Networks for Visual RecognitionCode1
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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