| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LLaMA-8B-Instruct Chunked Prefill 3.1 (inference) | Attention Latency (ms)423.1 | 49 | 2mo ago | ||
| LLaMA linear layers 13B (inference) | MBOK | Latency (ms)0.0499 | 12 | 4mo ago | |
| Synthetic sequences performance benchmarking | Topological Attention | Latency (ms)0.03 | 11 | 5mo ago | |
| Social Engineering Defense Evaluation | SEAR | Min Latency1 | 6 | 2mo ago | |
| VRxBioRelax pipeline latency dataset | VRxBioRelax | Mean Latency (ms)0.5 | 4 | 4mo ago | |
| LLaMA linear layers (11008 × 4096) 7B | MBOK | Latency (ms)0.0512 | 4 | 4mo ago | |
| LLaMA-7B linear layers (4096 × 11008) | MBOK | Latency (ms)0.0514 | 4 | 4mo ago | |
| LLaMA-7B linear layers (4096 × 4096) | MBOK | Latency (ms)0.0499 | 4 | 4mo ago | |
| Macbook M1 Pro | RepViT-SAM | Image Encoder Latency (ms)44.8 | 3 | 5mo ago | |
| iPhone 12 | RepViT-SAM | Mask Decoder Latency (ms)11.6 | 3 | 5mo ago |
