SOTAVerified

Object Detection

Papers

Showing 8190 of 10957 papers

TitleStatusHype
Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping0
Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images0
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection0
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver-Assistance Systems0
The Meeseeks Mesh: Spatially Consistent 3D Adversarial Objects for BEV Detector0
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and BeyondCode0
Task-Driven Implicit Representations for Automated Design of LiDAR Systems0
YH-MINER: Multimodal Intelligent System for Natural Ecological Reef Metric Extraction0
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language ModelsCode2
A Novel Shape-Aware Topological Representation for GPR Data with DNN Integration0
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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