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Open Vocabulary Object Detection On Mscoco

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AP 0.5

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Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Paper Title
Cooperative Foundational Models50.3Enhancing Novel Object Detection via Cooperative Foundational Models
DE-ViT50Detect Everything with Few Examples
DITO46.1Region-centric Image-Language Pretraining for Open-Vocabulary Detection
OV-DQUO(RN50x4)45.6OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
LP-OVOD (OWL-ViT Proposals)44.9LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
CLIPSelf44.3CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
CORA+43.1CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching
BARON42.7Aligning Bag of Regions for Open-Vocabulary Object Detection
SIA-OVD (RN50x4)41.9SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection
CORA41.7CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching
RALF41.3Retrieval-Augmented Open-Vocabulary Object Detection
LP-OVOD40.5LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
Region-CLIP (RN50x4-C4)39.3RegionCLIP: Region-based Language-Image Pretraining
OV-DQUO(R50)39.2OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
Object-Centric-OVD36.9Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
CLIM (RN50)36.9CLIM: Contrastive Language-Image Mosaic for Region Representation
OADP (G-OVD)35.6Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
SIA-OVD (RN50)35.5SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection
VL-PLM (RN50)34.4Exploiting Unlabeled Data with Vision and Language Models for Object Detection
CFM-ViT34.1Contrastive Feature Masking Open-Vocabulary Vision Transformer
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