Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/S5

S5

Reported on 11 benchmarks across 3 tasks · 2 papers · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical7 results

Language ModellingonLRA
Avg· 2022-08-09
87.46
SOTA
Simplified State Space Layers for Sequence Modeling arXiv:2208.04933
Language ModellingonLRA
ListOps· 2022-08-09
62.15
SOTA
Simplified State Space Layers for Sequence Modeling arXiv:2208.04933
Language ModellingonLRA
Pathfinder· 2022-08-09
95.33
SOTA
Simplified State Space Layers for Sequence Modeling arXiv:2208.04933
Language ModellingonLRA
Pathfinder-X· 2022-08-09
98.58
SOTA
Simplified State Space Layers for Sequence Modeling arXiv:2208.04933
Language ModellingonLRA
Retrieval· 2022-08-09
91.4
SOTA
Simplified State Space Layers for Sequence Modeling arXiv:2208.04933
Language ModellingonLRA
Text· 2022-08-09
89.31
SOTA
Simplified State Space Layers for Sequence Modeling arXiv:2208.04933
Language ModellingonLRA
Image· 2022-08-09
88
best: 88.65 (S4)
Simplified State Space Layers for Sequence Modeling arXiv:2208.04933

Computer Vision4 results

VideoonBreakfast
Accuracy (%)· 2023-03-25
90.7
best: 95.2 (HERMES)
SOTA
Selective Structured State-Spaces for Long-Form Video Understanding arXiv:2303.14526
VideoonCOIN
Accuracy (%)· 2023-03-25
90.8
best: 93.5 (HERMES)
SOTA
Selective Structured State-Spaces for Long-Form Video Understanding arXiv:2303.14526
Video ClassificationonBreakfast
Accuracy (%)· 2023-03-25
90.7
best: 95.2 (HERMES)
SOTA
Selective Structured State-Spaces for Long-Form Video Understanding arXiv:2303.14526
Video ClassificationonCOIN
Accuracy (%)· 2023-03-25
90.8
best: 93.5 (HERMES)
SOTA
Selective Structured State-Spaces for Long-Form Video Understanding arXiv:2303.14526