ML Research Wiki / Benchmarks / Video Object Segmentation / DAVIS 2017

DAVIS 2017

Video Object Segmentation Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: Jaccard (Mean)

Top Performing Models

Rank Model Paper Jaccard (Mean) Date Code
1 AOC-MF (val) Towards Robust Video Object Segmentation with Adaptive Object Calibration 85.90 2022-07-02 📦 jerryx1110/robust-video-object-segmentation
2 ViTAE-T-Stage ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias 82.50 2021-06-07 📦 ViTAE-Transformer/ViTAE-Transformer 📦 Annbless/ViTAE
3 DINO (ViT-B/8, ImageNet retrain) Emerging Properties in Self-Supervised Vision Transformers 71.40 2021-04-29 📦 facebookresearch/dino 📦 lightly-ai/lightly 📦 facebookresearch/vissl
4 VOSwL (Mask+Language) Video Object Segmentation with Language Referring Expressions 59.00 2018-03-21 -
5 UniTrack Do Different Tracking Tasks Require Different Appearance Models? 58.40 2021-07-05 📦 Zhongdao/UniTrack

All Papers (5)