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Open Vocabulary Attribute Detection On Ovad 1

Metrics

mean average precision

Results

Performance results of various models on this benchmark

Paper TitleRepository
X-VLM28.0Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts
BLIP 2 (pretrained)25.5BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
BLIP24.3BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
OVAD-Baseline-Box21.4Open-vocabulary Attribute Detection
ALBEF21.0 Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Open CLIP ViT-B3217.0Reproducible scaling laws for contrastive language-image learning
CLIP VIT-B1616.6Learning Transferable Visual Models From Natural Language Supervision
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Open Vocabulary Attribute Detection On Ovad 1 | SOTA | HyperAI