| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Scalability and Efficiency Evaluation D=20 (test) | FEAT | Inference Latency (ms)149.15 | 26 | 2mo ago | |
| MS MARCO c (test) | TEI RadixMLP | Latency p50 (s)0.57 | 9 | 3mo ago | |
| MS MARCO b (test) | TEI RadixMLP | Latency P50 (s)0.55 | 9 | 3mo ago | |
| WikiText-103, SQuAD v2, and OpenBookQA | LLMCache | Inference Latency (ms)57.9 | 7 | 3mo ago | |
| Synthetic Truss Structure Mean across all cases (test) | FPR3.57 | 6 | 1mo ago | ||
| Synthetic Truss Structure Case 4 (test) | FPR0 | 6 | 1mo ago | ||
| Synthetic Truss Structure Case 3 (test) | FPR7.14 | 6 | 1mo ago | ||
| Synthetic Truss Structure Case 2 (test) | FPR0 | 6 | 1mo ago | ||
| Synthetic Truss Structure Case 1 (test) | FPR7.14 | 6 | 1mo ago | ||
| BERT base | TRT FP16 | Speedup21.5 | 5 | 2mo ago | |
| ImageNet-100 | CLIP | Embedding Latency (ms/img)0.0001 | 4 | 2mo ago | |
| Complex Objects | DTA | Fridge332 | 3 | 1mo ago | |
| Simple Objects | DTA | Foldchair Score29 | 3 | 1mo ago | |
| ImageNet 1K | LeTCC | RMSE0.62 | 2 | 2mo ago | |
| CIFAR-10 | LeTCC | RMSE2.04 | 2 | 2mo ago | |
| MNIST | LeTCC | RMSE2.18 | 2 | 2mo ago | |
| Hodgkin-Huxley (HH) (test) | - | - | 0 | 3mo ago |
