SOTAVerified

Object Detection

Papers

Showing 781790 of 10957 papers

TitleStatusHype
Enhancing Sound Source Localization via False Negative EliminationCode1
NAS-BNN: Neural Architecture Search for Binary Neural NetworksCode1
A Comprehensive Review of 3D Object Detection in Autonomous Driving: Technological Advances and Future DirectionsCode1
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
Hierarchical Graph Interaction Transformer with Dynamic Token Clustering for Camouflaged Object DetectionCode1
A Lightweight Insulator Defect Detection Model Based on Drone ImagesCode1
UMAD: University of Macau Anomaly Detection Benchmark DatasetCode1
OVA-DETR: Open Vocabulary Aerial Object Detection Using Image-Text Alignment and FusionCode1
SHARP: Segmentation of Hands and Arms by Range using Pseudo-Depth for Enhanced Egocentric 3D Hand Pose Estimation and Action RecognitionCode1
PADetBench: Towards Benchmarking Physical Attacks against 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