SOTAVerified

Object Detection

Papers

Showing 15611570 of 10957 papers

TitleStatusHype
PowerYOLO: Mixed Precision Model for Hardware Efficient Object Detection with Event Data0
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote SensingCode1
Enrich the content of the image Using Context-Aware Copy Paste0
Projecting Points to Axes: Oriented Object Detection via Point-Axis RepresentationCode2
Bayesian Detector Combination for Object Detection with Crowdsourced AnnotationsCode0
MambaVision: A Hybrid Mamba-Transformer Vision BackboneCode7
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance InsightsCode1
OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionCode3
LSM: A Comprehensive Metric for Assessing the Safety of Lane Detection Systems in Autonomous Driving0
Few-Shot Domain Adaptive Object Detection for Microscopic Images0
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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