SOTAVerified

Object Detection

Papers

Showing 23712380 of 10957 papers

TitleStatusHype
Dynamic Head: Unifying Object Detection Heads with AttentionsCode1
D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud SequenceCode1
Augmenting Convolutional networks with attention-based aggregationCode1
Effect of Annotation Errors on Drone Detection with YOLOv3Code1
DSLA: Dynamic smooth label assignment for efficient anchor-free object detectionCode1
DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasetsCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
DropLoss for Long-Tail Instance SegmentationCode1
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse MotionCode1
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN TrainingCode1
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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