SOTAVerified

Object Detection

Papers

Showing 731740 of 10957 papers

TitleStatusHype
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI SlicesCode1
IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream TasksCode1
MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane SweepsCode1
Sebica: Lightweight Spatial and Efficient Bidirectional Channel Attention Super Resolution NetworkCode1
Thermal Chameleon: Task-Adaptive Tone-mapping for Radiometric Thermal-Infrared imagesCode1
Optimizing Edge Offloading Decisions for Object DetectionCode1
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object DetectionCode1
PlantCamo: Plant Camouflage DetectionCode1
OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object TrackingCode1
DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV 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