DEEP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Vector Quantization | Deep 1M (test) | MSE0.05 | 12 | |
| Batch Correction | DEEP 1 | Connectivity Score0.3 | 11 | |
| Batch Correction | DEEP 3 | Connectivity0.3 | 9 | |
| Approximate Nearest Neighbor Search | DEEP1M | Storage Overhead (GB)0.58 | 6 | |
| Private Nearest Neighbor Search | DEEP | Memory (GB)2.31 | 4 | |
| Approximate Nearest Neighbor Search | DEEP 10M | Throughput (QPS)227,000 | 4 | |
| Approximate Nearest Neighbor Search | Deep-10M 1M vectors | Recall@1087.39 | 3 | |
| Batch Correction | DEEP-1 real-world scenario | Metric- | 0 |
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