SOTAVerified

Object Detection

Papers

Showing 1030110325 of 10957 papers

TitleStatusHype
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
Ambiguity-Resistant Semi-Supervised Learning for Dense Object DetectionCode0
QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied ContextsCode0
Bugs in the Data: How ImageNet Misrepresents BiodiversityCode0
Relief R-CNN : Utilizing Convolutional Features for Fast Object DetectionCode0
Object Detection Through Exploration With A Foveated Visual FieldCode0
Restoring Extremely Dark Images in Real TimeCode0
Dynamic Curriculum Learning for Great Ape Detection in the WildCode0
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection AlgorithmCode0
Consistency-based Semi-supervised Learning for Object detectionCode0
OASL: Orientation-aware adaptive sampling learning for arbitrary oriented object detectionCode0
Probabilistic Object Detection: Definition and EvaluationCode0
Robust Domain Adaptive Object Detection with Unified Multi-Granularity AlignmentCode0
PrObeD: Proactive Object Detection WrapperCode0
Instance Segmentation of Microscopic ForaminiferaCode0
A methodology for detection and localization of fruits in apples orchards from aerial imagesCode0
Instance Temperature Knowledge DistillationCode0
Probing Multimodal Large Language Models for Global and Local Semantic RepresentationsCode0
Adversarial Attacks on Monocular Pose EstimationCode0
KAN-RCBEVDepth: A multi-modal fusion algorithm in object detection for autonomous drivingCode0
A Deep One-Shot Network for Query-based Logo RetrievalCode0
Real Time Bangladeshi Sign Language Detection using Faster R-CNNCode0
Overcoming Scene Context Constraints for Object Detection in wild using DefiltersCode0
Ammunition Component Classification Using Deep LearningCode0
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object DetectionCode0
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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