| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Malicious Prompt Detection Benchmarks | VLMShield | Detection Time (s)0.34 | 14 | 9d ago | |
| General Evaluation | Stable Signature | Extraction Time (s)0.014 | 8 | 1mo ago | |
| Volumetric Data | FastSAM3D | Encoder Time (ms)3 | 7 | 1mo ago | |
| LLaMA-2-7B (test) | AlignX | Total Time1,495 | 4 | 1mo ago | |
| Big Patent | GSTransform | Real-Time Latency (s)87 | 4 | 1mo ago | |
| AG-News | GSTransform | RT Latency (s)77 | 4 | 1mo ago | |
| Yelp 2013 | CNN+CSAA | Time (s)146 | 4 | 1mo ago | |
| IMDB | CNN+CSAA | Time (s)256 | 4 | 1mo ago | |
| Fe-VNAND retention analysis simulation | AI Surrogate (PINO) | Single Sweep Simulation Time0.1 | 2 | 1mo ago | |
| PFAS Contamination Northern Michigan (NM) (test) | Feature Extraction Time2 | 2 | 1mo ago | ||
| PFAS Contamination 1 km² area (test) | Feature Extraction Time1.2 | 2 | 1mo ago | ||
| PFAS Contamination Northern Michigan | - | - | 0 | 1mo ago | |
| PFAS Contamination 1 km² area | - | - | 0 | 1mo ago |
