SOTAVerified

Object Detection

Papers

Showing 221230 of 10957 papers

TitleStatusHype
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline0
DRIFT open dataset: A drone-derived intelligence for traffic analysis in urban environmenCode1
GATE3D: Generalized Attention-based Task-synergized Estimation in 3D*0
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images0
CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors0
CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection0
S^2Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection0
Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task0
Weather-Aware Object Detection Transformer for Domain Adaptation0
ATLASv2: LLM-Guided Adaptive Landmark Acquisition and Navigation on the Edge0
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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