| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DLRM-20 4 (train) | DreamShard | Latency (ms)18.6 | 8 | 4d ago | |
| Prod-80 8 (train) | DreamShard | Cost (ms)33.6 | 7 | 4d ago | |
| DLRM-100 (test) | DreamShard | Cost (ms)77.8 | 7 | 4d ago | |
| DLRM 1.0 (test) | Size-lookup-based | Latency (ms)13.7 | 7 | 4d ago | |
| DLRM 1.0 (train) | Size-lookup-based | Running Time (ms)14.7 | 7 | 4d ago | |
| Ultra-Large Industrial Recommendation Model (train) | DreamShard | Embedding Cost61.59 | 6 | 4d ago | |
| DLRM-50 1.0 (test) | DreamShard | Latency (ms)65.5 | 3 | 4d ago | |
| DLRM-30 1.0 (test) | Size-lookup-based | Running Time (ms)38.5 | 2 | 4d ago | |
| DLRM-20 1.0 (train) | DreamShard | Running Time (ms)27.1 | 2 | 4d ago |
