ML Research Wiki / Benchmarks / Image Retrieval / AmsterTime

AmsterTime

Image Retrieval Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: mAP

Top Performing Models

Rank Model Paper mAP Date Code
1 DINOv2 distilled (ViT-L/14 frozen) 📚 DINOv2: Learning Robust Visual Features without Supervision 50.00 2023-04-14 📦 huggingface/transformers 📦 facebookresearch/dinov2 📦 roboflow/rf-detr
2 DINOv2 (ViT-g/14 frozen) 📚 DINOv2: Learning Robust Visual Features without Supervision 46.70 2023-04-14 📦 huggingface/transformers 📦 facebookresearch/dinov2 📦 roboflow/rf-detr
3 DINOv2 distilled (ViT-B/14 frozen) 📚 DINOv2: Learning Robust Visual Features without Supervision 45.60 2023-04-14 📦 huggingface/transformers 📦 facebookresearch/dinov2 📦 roboflow/rf-detr
4 DINOv2 distilled (ViT-S/14 frozen) 📚 DINOv2: Learning Robust Visual Features without Supervision 43.50 2023-04-14 📦 huggingface/transformers 📦 facebookresearch/dinov2 📦 roboflow/rf-detr
5 AP-GeM (ResNet-101) 📚 AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift 35.00 2022-03-30 📦 seyrankhademi/AmsterTime

All Papers (5)