SOTAVerified

Object Detection

Papers

Showing 38513860 of 10957 papers

TitleStatusHype
Detecting and classifying lesions in mammograms with Deep LearningCode0
Making the Flow Glow -- Robot Perception under Severe Lighting Conditions using Normalizing Flow GradientsCode0
Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object DetectionCode0
Making an Invisibility Cloak: Real World Adversarial Attacks on Object DetectorsCode0
Analysis of Training Object Detection Models with Synthetic DataCode0
MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedCode0
Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous DrivingCode0
Machine vision for vial positioning detection toward the safe automation of material synthesisCode0
Detect Closer Surfaces that can be Seen: New Modeling and Evaluation in Cross-domain 3D Object DetectionCode0
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is ComingCode0
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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