SOTAVerified

Object Detection

Papers

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Showing 381–390 of 10957 papers

TitleStatusHype
Boundary Regression for Leitmotif Detection in Music Audio—0
Accelerate 3D Object Detection Models via Zero-Shot Attention Key PruningCode1
VocalEyes: Enhancing Environmental Perception for the Visually Impaired through Vision-Language Models and Distance-Aware Object Detection—0
Availability-aware Sensor Fusion via Unified Canonical Space for 4D Radar, LiDAR, and Camera—0
SimROD: A Simple Baseline for Raw Object Detection with Global and Local EnhancementsCode1
Hierarchical Cross-Modal Alignment for Open-Vocabulary 3D Object Detection—0
Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection—0
HGO-YOLO: Advancing Anomaly Behavior Detection with Hierarchical Features and Lightweight Optimized Detection—0
A Light Perspective for 3D Object Detection—0
Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified