SOTAVerified

Object Detection

Papers

Showing 981990 of 10957 papers

TitleStatusHype
Uncertainty Estimation for 3D Object Detection via Evidential Learning0
HD-OOD3D: Supervised and Unsupervised Out-of-Distribution object detection in LiDAR data0
Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images0
First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 20240
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection0
EMMA: End-to-End Multimodal Model for Autonomous Driving0
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving0
Improving Image Data Leakage Detection in Automotive Software0
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection0
Data Generation for Hardware-Friendly Post-Training QuantizationCode3
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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