| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Language Modeling | BrainRot (Junk) | Perplexity79.97 | 6 | |
| Language Modeling | BrainRot (Ctrl) | Perplexity (Ctrl)2.33 | 6 | |
| Data Valuation | BrainRot | Purity87.6 | 5 | |
| Linear Datamodeling | BrainRot (2K pool) | LDS0.204 | 5 | |
| Influence Function Retrieval | BrainRot | Top-5 auPRC85.94 | 4 |