SOTAVerified

Object Detection

Papers

Showing 23612370 of 10957 papers

TitleStatusHype
DAC-DETR: Divide the Attention Layers and ConquerCode1
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
DroneMOT: Drone-based Multi-Object Tracking Considering Detection Difficulties and Simultaneous Moving of Drones and ObjectsCode1
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware LearningCode1
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object DetectionCode1
MedYOLO: A Medical Image Object Detection FrameworkCode1
Augmented Neural Fine-Tuning for Efficient Backdoor PurificationCode1
DSGN: Deep Stereo Geometry Network for 3D Object DetectionCode1
DAFNe: A One-Stage Anchor-Free Approach for Oriented Object DetectionCode1
MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object DetectionCode1
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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