SOTAVerified

Object Detection

Papers

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Showing 111–120 of 10957 papers

TitleStatusHype
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis—0
Decoupling Classifier for Boosting Few-shot Object Detection and Instance SegmentationCode1
InstanceBEV: Unifying Instance and BEV Representation for Global Modeling—0
Scaling Vision Mamba Across Resolutions via Fractal Traversal—0
Safety2Drive: Safety-Critical Scenario Benchmark for the Evaluation of Autonomous Driving—0
Non-planar Object Detection and Identification by Features Matching and Triangulation Growth—0
Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object DetectionCode2
VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection—0
Enhancing Transformers Through Conditioned Embedded Tokens—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified