SOTAVerified

Object Detection

Papers

Showing 20112020 of 10957 papers

TitleStatusHype
COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detectionCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
PIoU Loss: Towards Accurate Oriented Object Detection in Complex EnvironmentsCode1
PIT: Position-Invariant Transform for Cross-FoV Domain AdaptationCode1
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object DetectionCode1
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI SlicesCode1
A Self-Training Approach for Point-Supervised Object Detection and Counting in CrowdsCode1
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object DetectionCode1
Domain Adaptive Faster R-CNN for Object Detection in the WildCode1
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based MixingCode1
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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