SOTAVerified

Object Detection

Papers

Showing 14111420 of 10957 papers

TitleStatusHype
Align-DETR: Enhancing End-to-end Object Detection with Aligned LossCode1
FGFusion: Fine-Grained Lidar-Camera Fusion for 3D Object DetectionCode1
Comprehensive Attention Self-Distillation for Weakly-Supervised Object DetectionCode1
AlignDet: Aligning Pre-training and Fine-tuning in Object DetectionCode1
FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle DetectionCode1
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object DetectionCode1
Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian DatasetCode1
Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU SupervisionCode1
Adaptive Bounding Box Uncertainties via Two-Step Conformal PredictionCode1
Align Deep Features for Oriented 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