Convai Innovations · Open weights, local
Laya Router by Convai Innovations scores 60.4 on the System One Index (23rd of 24). Calibration error 20.0%.
| Dataset | Accuracy | Rank | Best on the board | Calibration error |
|---|---|---|---|---|
| AG News English | 92.5 | 1st of 24 | 92.5 | 2.8% |
| SST-2 English | 88.5 | 19th of 24 | 97.0 | 4.9% |
| SST-5 English | 34.0 | 22nd of 24 | 62.5 | 38.1% |
| DAIR Emotion English | 53.5 | 23rd of 24 | 91.5 | 35.1% |
| Banking77 English | 44.0 | 19th of 24 | 98.5 | 49.0% |
| BoolQ English | 81.5 | 18th of 24 | 92.5 | 9.3% |
| XNLI English English | 87.3 | 9th of 24 | 93.3 | 4.3% |
| Typed decisions English | 36.4 | 24th of 24 | 79.0 | 17.3% |
| XNLI French French | 76.0 | 16th of 24 | 90.7 | 16.7% |
| XNLI Arabic Arabic | 68.0 | 18th of 26 | 89.3 | 23.4% |
| MASSIVE scenario Arabic | 39.0 | 24th of 26 | 89.5 | 40.6% |
| MASSIVE intent Arabic | 32.5 | 26th of 26 | 91.5 | 42.4% |
| OSACT4 offensive Arabic | 82.5 | 19th of 26 | 95.5 | 8.3% |
| Tweet sentiment Arabic | 37.0 | 25th of 26 | 80.0 | 45.6% |
| MIRACL rerank Arabic | 31.5 | 25th of 26 | 90.5 | 18.9% |
| MIRACL pairwise Arabic | 82.0 | 20th of 26 | 91.0 | 5.0% |
convaiinnovations/layaRanks count the models charted on the leaderboard. Every model gets the same cases and the same request, under the benchmark rules.