| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COLA | Finetune | Accuracy83.43 | 31 | 1mo ago | |
| BLiMP English (all) | Qwen 3 1.7B | Accuracy81.6 | 9 | 1mo ago | |
| CoLA GLUE (val) | MCD | Accuracy84.76 | 9 | 1mo ago | |
| CoLA (dev) | UNIMO | Matthews Correlation68.5 | 8 | 1mo ago | |
| IP English | Qwen 3 1.7B | Accuracy1.143 | 8 | 1mo ago | |
| CoLA (test) | MAS | Avg Accuracy86.34 | 8 | 1mo ago | |
| CoLA (OOD) | DIRECTOR | MCC23.06 | 6 | 1mo ago | |
| CoLA | SL-SAM | Max Memory (MB)3,080 | 5 | 1mo ago | |
| CoLA (train) | AQ-SGD | Training Throughput17.9 | 2 | 1mo ago |
