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SOTA
Open Vocabulary Object Detection
Open Vocabulary Object Detection On Mscoco
Open Vocabulary Object Detection On Mscoco
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AP 0.5
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
AP 0.5
Paper Title
Repository
VL-PLM (RN50)
34.4
Exploiting Unlabeled Data with Vision and Language Models for Object Detection
CORA
41.7
CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching
LP-OVOD
40.5
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
OV-DQUO(R50)
39.2
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
RALF
41.3
Retrieval-Augmented Open-Vocabulary Object Detection
OADP
30.0
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
Cooperative Foundational Models
50.3
Enhancing Novel Object Detection via Cooperative Foundational Models
CFM-ViT
34.1
Contrastive Feature Masking Open-Vocabulary Vision Transformer
-
Detic
27.8
Detecting Twenty-thousand Classes using Image-level Supervision
OV-DQUO(RN50x4)
45.6
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision
DE-ViT
50
Detect Everything with Few Examples
BARON
42.7
Aligning Bag of Regions for Open-Vocabulary Object Detection
Region-CLIP (RN50-C4)
31.4
RegionCLIP: Region-based Language-Image Pretraining
OADP (G-OVD)
35.6
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
LocOv (RN50-C4)
28.6
Localized Vision-Language Matching 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
Object-Centric-OVD
36.9
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
DITO
46.1
Region-centric Image-Language Pretraining for Open-Vocabulary Detection
-
OV-DERT
29.4
Open-Vocabulary DETR with Conditional Matching
ViLD
27.6
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation
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