SOTAVerified

Object Detection

Papers

Showing 18811890 of 10957 papers

TitleStatusHype
Depth Awakens: A Depth-perceptual Attention Fusion Network for RGB-D Camouflaged Object DetectionCode0
CSA-Net: Channel-wise Spatially Autocorrelated Attention NetworksCode0
The object detection model uses combined extraction with KNN and RF classification0
Reviewing Intelligent Cinematography: AI research for camera-based video production0
A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching0
DriveWorld: 4D Pre-trained Scene Understanding via World Models for Autonomous Driving0
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields0
ViewFormer: Exploring Spatiotemporal Modeling for Multi-View 3D Occupancy Perception via View-Guided TransformersCode2
Deep Event-based Object Detection in Autonomous Driving: A Survey0
Comparing fine-grained and coarse-grained object detection for ecology0
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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