SOTAVerified

Object Detection

Papers

Showing 32213230 of 10957 papers

TitleStatusHype
Exploiting Temporal Relations on Radar Perception for Autonomous Driving0
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection0
CoDo: Contrastive Learning with Downstream Background Invariance for Detection0
A review: Deep learning for medical image segmentation using multi-modality fusion0
Adversarial Infrared Geometry: Using Geometry to Perform Adversarial Attack against Infrared Pedestrian Detectors0
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving0
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors0
Exploiting Low-confidence Pseudo-labels for Source-free Object Detection0
Exploiting Object-based and Segmentation-based Semantic Features for Deep Learning-based Indoor Scene Classification0
CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving0
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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