ML Research Wiki / Benchmarks / Semi-Supervised Video Object Segmentation / Long Video Dataset

Long Video Dataset

Semi-Supervised Video Object Segmentation Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: J&F

Top Performing Models

Rank Model Paper J&F Date Code
1 ISVOS 📚 Look Before You Match: Instance Understanding Matters in Video Object Segmentation 90.00 2022-12-13 -
2 READMem-MiVOS (sr=10) READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation 86.00 2023-05-22 📦 Vujas-Eteph/READMem
3 READMem-QDMN (sr=1) READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation 84.30 2023-05-22 📦 Vujas-Eteph/READMem
4 READMem-QDMN (sr=10) READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation 84.00 2023-05-22 📦 Vujas-Eteph/READMem
5 AFB-URR 📚 Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement 83.70 2020-10-15 📦 xmlyqing00/AFB-URR
6 READMem-MiVOS (s=1) READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation 83.60 2023-05-22 📦 Vujas-Eteph/READMem
7 READMem-STCN (sr=10) READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation 81.80 2023-05-22 📦 Vujas-Eteph/READMem
8 READMem-STCN (sr=1) READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation 80.80 2023-05-22 📦 Vujas-Eteph/READMem
9 XMem 📚 XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 0.00 2022-07-14 📦 hkchengrex/XMem 📦 tianyuan168326/videosemanticcompression-pytorch

All Papers (9)

Vujas-Eteph/READMem
Vujas-Eteph/READMem
Vujas-Eteph/READMem
xmlyqing00/AFB-URR
Vujas-Eteph/READMem
Vujas-Eteph/READMem
Vujas-Eteph/READMem
hkchengrex/XMem tianyuan168326/videosemanticcompression-pytorch