SOTAVerified

Object Detection

Papers

Showing 11211130 of 10957 papers

TitleStatusHype
STONE: A Submodular Optimization Framework for Active 3D Object DetectionCode0
Learning 3D Perception from Others' Predictions0
BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via Bilevel Optimization0
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual RepresentationsCode0
Enhancing Screen Time Identification in Children with a Multi-View Vision Language Model and Screen Time Tracker0
3DGS-DET: Empower 3D Gaussian Splatting with Boundary Guidance and Box-Focused Sampling for 3D Object DetectionCode2
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility ConditionsCode0
Panopticus: Omnidirectional 3D Object Detection on Resource-constrained Edge Devices0
Finetuning Pre-trained Model with Limited Data for LiDAR-based 3D Object Detection by Bridging Domain Gaps0
Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection0
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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