| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Tiny ImageNet | Ours | Runtime (WAN)6.17 | 18 | 1mo ago | |
| Switch Base | SecMoE | Runtime (min)3.04 | 18 | 3mo ago | |
| MoE-Small | SecMoE | Runtime (min)2.04 | 18 | 3mo ago | |
| CIFAR-10 | Ours | Runtime (WAN)2.07 | 12 | 1mo ago | |
| T5 138M | MERGE | Embed Inference Time (s)7.62 | 7 | 3mo ago | |
| GPT2-base (124M) | MERGE | Embed Inference Time (s)5.17 | 7 | 3mo ago | |
| ImageNet | Ours | LAN Latency (s)61.72 | 3 | 1mo ago | |
| MNIST | Latency (LAN)0.0017 | 3 | 1mo ago | ||
| 64-STGCN-3 | CryptoGCN | CMult500,000 | 1 | 3mo ago | |
| 110-layer Deep Neural Network | - | - | 0 | 1mo ago | |
| Tiny ImageNet (val) | - | Latency (WAN)- | 0 | 3mo ago | |
| CIFAR-10 (test) | - | Runtime (WAN)- | 0 | 3mo ago |
