SOTAVerified

Object Detection

Papers

Showing 10911100 of 10957 papers

TitleStatusHype
Are We Ready for Real-Time LiDAR Semantic Segmentation in Autonomous Driving?0
PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object DetectionCode2
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective0
O1O: Grouping of Known Classes to Identify Unknown Objects as Odd-One-Out0
Self-Supervised Learning for Real-World Object Detection: a Survey0
Robust infrared small target detection using self-supervised and a contrario paradigms0
Progressive Multi-Modal Fusion for Robust 3D Object Detection0
Rethinking the Evaluation of Visible and Infrared Image FusionCode3
QuadBEV: An Efficient Quadruple-Task Perception Framework via Bird's-Eye-View Representation0
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelCode1
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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