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Open Vocabulary Object Detection On Mscoco

评估指标

AP 0.5

评测结果

各个模型在此基准测试上的表现结果

模型名称
AP 0.5
Paper TitleRepository
VL-PLM (RN50)34.4Exploiting Unlabeled Data with Vision and Language Models for Object Detection
CORA41.7CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching
LP-OVOD40.5LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
OV-DQUO(R50)39.2OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
RALF41.3Retrieval-Augmented Open-Vocabulary Object Detection
OADP30.0Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
Cooperative Foundational Models50.3Enhancing Novel Object Detection via Cooperative Foundational Models
CFM-ViT34.1Contrastive Feature Masking Open-Vocabulary Vision Transformer-
Detic27.8Detecting Twenty-thousand Classes using Image-level Supervision
OV-DQUO(RN50x4)45.6OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
DE-ViT50Detect Everything with Few Examples
BARON42.7Aligning Bag of Regions for Open-Vocabulary Object Detection
Region-CLIP (RN50-C4)31.4RegionCLIP: Region-based Language-Image Pretraining
OADP (G-OVD)35.6Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
LocOv (RN50-C4)28.6Localized Vision-Language Matching for Open-vocabulary Object Detection
SIA-OVD (RN50)35.5SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection
Object-Centric-OVD36.9Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
DITO46.1Region-centric Image-Language Pretraining for Open-Vocabulary Detection-
OV-DERT29.4Open-Vocabulary DETR with Conditional Matching
ViLD27.6Open-vocabulary Object Detection via Vision and Language Knowledge Distillation
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