SOTAVerified

Object Detection

Papers

Showing 29812990 of 10957 papers

TitleStatusHype
ViT-ReciproCAM: Gradient and Attention-Free Visual Explanations for Vision TransformerCode1
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height ComplementarityCode1
GET: Group Event Transformer for Event-Based VisionCode1
MagicDrive: Street View Generation with Diverse 3D Geometry ControlCode3
OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation0
MarineDet: Towards Open-Marine Object Detection0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
Beyond the Benchmark: Detecting Diverse Anomalies in VideosCode0
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingCode1
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationCode0
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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