SOTAVerified

Object Detection

Papers

Showing 10811090 of 10957 papers

TitleStatusHype
LoLI-Street: Benchmarking Low-Light Image Enhancement and BeyondCode1
An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation0
Token Pruning using a Lightweight Background Aware Vision Transformer0
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object DetectionCode0
VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking0
Boosting Open-Vocabulary Object Detection by Handling Background Samples0
MMLF: Multi-modal Multi-class Late Fusion for Object Detection with Uncertainty Estimation0
Hespi: A pipeline for automatically detecting information from hebarium specimen sheetsCode1
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object DetectionCode1
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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