SOTAVerified

Object Detection

Papers

Showing 25912600 of 10957 papers

TitleStatusHype
Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object DetectionCode1
Transformers in Unsupervised Structure-from-MotionCode1
Hierarchical Uncertainty Aggregation and Emphasis Loss for Active Learning in Object Detection0
End-to-End Training of Neural Networks for Automotive Radar Interference Mitigation0
Deep Active Perception for Object Detection using Navigation Proposals0
FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation modelsCode1
3DAxiesPrompts: Unleashing the 3D Spatial Task Capabilities of GPT-4V0
Semantic-Aware Transformation-Invariant RoI Align0
SlowTrack: Increasing the Latency of Camera-based Perception in Autonomous Driving Using Adversarial Examples0
ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis0
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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