SOTAVerified

Object Detection

Papers

Showing 231240 of 10957 papers

TitleStatusHype
GroupMamba: Efficient Group-Based Visual State Space ModelCode2
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
LaMI-DETR: Open-Vocabulary Detection with Language Model InstructionCode2
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded ScenesCode2
OPEN: Object-wise Position Embedding for Multi-view 3D Object DetectionCode2
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark DatasetCode2
Projecting Points to Axes: Oriented Object Detection via Point-Axis RepresentationCode2
SCSA: Exploring the Synergistic Effects Between Spatial and Channel AttentionCode2
SH17: A Dataset for Human Safety and Personal Protective Equipment Detection in Manufacturing IndustryCode2
Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detectionCode2
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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