SOTAVerified

Object Detection

Papers

Showing 91100 of 10957 papers

TitleStatusHype
ADD-SLAM: Adaptive Dynamic Dense SLAM with Gaussian Splatting0
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement0
VL-SAM-V2: Open-World Object Detection with General and Specific Query Fusion0
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer AssistanceCode0
Mitigating Context Bias in Domain Adaptation for Object Detection using Mask Pooling0
OrionBench: A Benchmark for Chart and Human-Recognizable Object Detection in InfographicsCode3
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection0
Adaptive Semantic Token Communication for Transformer-based Edge InferenceCode1
Sampling Strategies for Efficient Training of Deep Learning Object Detection Algorithms0
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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