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المنصة
الرئيسية
SOTA
اكتشاف الأشياء بمفردات مفتوحة
Open Vocabulary Object Detection On Mscoco
Open Vocabulary Object Detection On Mscoco
المقاييس
AP 0.5
النتائج
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اسم النموذج
AP 0.5
Paper Title
Cooperative Foundational Models
50.3
Enhancing Novel Object Detection via Cooperative Foundational Models
DE-ViT
50
Detect Everything with Few Examples
DITO
46.1
Region-centric Image-Language Pretraining for Open-Vocabulary Detection
OV-DQUO(RN50x4)
45.6
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
LP-OVOD (OWL-ViT Proposals)
44.9
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
CLIPSelf
44.3
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
CORA+
43.1
CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching
BARON
42.7
Aligning Bag of Regions for Open-Vocabulary Object Detection
SIA-OVD (RN50x4)
41.9
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection
CORA
41.7
CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching
RALF
41.3
Retrieval-Augmented Open-Vocabulary Object Detection
LP-OVOD
40.5
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
Region-CLIP (RN50x4-C4)
39.3
RegionCLIP: Region-based Language-Image Pretraining
OV-DQUO(R50)
39.2
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
Object-Centric-OVD
36.9
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
CLIM (RN50)
36.9
CLIM: Contrastive Language-Image Mosaic for Region Representation
OADP (G-OVD)
35.6
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
SIA-OVD (RN50)
35.5
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection
VL-PLM (RN50)
34.4
Exploiting Unlabeled Data with Vision and Language Models for Object Detection
CFM-ViT
34.1
Contrastive Feature Masking Open-Vocabulary Vision Transformer
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