Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Embedding Table Placement research benchmarks · SOTA2 Research

Embedding Table Placement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DLRM-20 4 (train)

18.6Latency (ms)

8

Feb 26, 2026

Prod-80 8 (train)

33.6Cost (ms)

7

Feb 26, 2026

DLRM-100 (test)

77.8Cost (ms)

7

Feb 26, 2026

DLRM 1.0 (test)

Size-lookup-based

13.7Latency (ms)

7

Feb 26, 2026

DLRM 1.0 (train)

Size-lookup-based

14.7Running Time (ms)

7

Feb 26, 2026

Ultra-Large Industrial Recommendation Model (train)

61.59Embedding Cost

6

Feb 26, 2026

DLRM-50 1.0 (test)

65.5Latency (ms)

3

Feb 26, 2026

DLRM-30 1.0 (test)

Size-lookup-based

38.5Running Time (ms)

2

Feb 26, 2026

DLRM-20 1.0 (train)

27.1Running Time (ms)

2

Feb 26, 2026

Popular datasets

DLRM Industrial Recommendation Model DLRM-100 Prod-80

Follow for updates

Join SOTA2 Contact