SOTAVerified

Object Detection

Papers

Showing 421430 of 10957 papers

TitleStatusHype
Class-Aware PillarMix: Can Mixed Sample Data Augmentation Enhance 3D Object Detection with Radar Point Clouds?0
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized DetectionCode1
Illuminant and light direction estimation using Wasserstein distance method0
ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection0
Uncertainty Representation in a SOTIF-Related Use Case with Dempster-Shafer Theory for LiDAR Sensor-Based Object DetectionCode0
MI-DETR: An Object Detection Model with Multi-time Inquiries MechanismCode2
Evaluating Stenosis Detection with Grounding DINO, YOLO, and DINO-DETR0
Visual-RFT: Visual Reinforcement Fine-TuningCode7
A Comparison of Object Detection and Phrase Grounding Models in Chest X-ray Abnormality Localization using Eye-tracking Data0
Unifying Light Field Perception with Field of ParallaxCode0
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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