SOTAVerified

Object Detection

Papers

Showing 851875 of 10957 papers

TitleStatusHype
OoDIS: Anomaly Instance Segmentation BenchmarkCode1
YOLO9tr: A Lightweight Model for Pavement Damage Detection Utilizing a Generalized Efficient Layer Aggregation Network and Attention MechanismCode1
DenoiseRep: Denoising Model for Representation LearningCode1
Towards Evaluating the Robustness of Visual State Space ModelsCode1
MWIRSTD: A MWIR Small Target Detection DatasetCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based SegmentationCode1
Triple-domain Feature Learning with Frequency-aware Memory Enhancement for Moving Infrared Small Target DetectionCode1
UEMM-Air: A Synthetic Multi-modal Dataset for Unmanned Aerial Vehicle Object DetectionCode1
Scaling Graph Convolutions for Mobile VisionCode1
SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal AttentionCode1
CORU: Comprehensive Post-OCR Parsing and Receipt Understanding DatasetCode1
Frequency-based Matcher for Long-tailed Semantic SegmentationCode1
Instance Segmentation and Teeth Classification in Panoramic X-raysCode1
Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified BenchmarkCode1
Learning Adaptive Fusion Bank for Multi-modal Salient Object DetectionCode1
RTGen: Generating Region-Text Pairs for Open-Vocabulary Object DetectionCode1
On Calibration of Object Detectors: Pitfalls, Evaluation and BaselinesCode1
Learning Shared RGB-D Fields: Unified Self-supervised Pre-training for Label-efficient LiDAR-Camera 3D PerceptionCode1
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive ArchitectureCode1
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects SupervisionCode1
OED: Towards One-stage End-to-End Dynamic Scene Graph GenerationCode1
DiffuBox: Refining 3D Object Detection with Point DiffusionCode1
Rethinking Early-Fusion Strategies for Improved Multispectral Object DetectionCode1
MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface DefectsCode1
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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