Quality Estimation on En-Ml
0.583Pearson rALOPE-RL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ALOPE-RLBackbone=GEMMA-3-4B2026.02 | 0.583 | 0.571 | 0.436 | |
| DeepSeek-V3Feature=with TQR2026.02 | 0.566 | 0.562 | 0.426 | |
| IFTBackbone=GEMMA-3-4B, Feature=with TQR2026.02 | 0.538 | 0.525 | 0.382 | |
| DeepSeek-V32026.02 | 0.475 | 0.474 | 0.355 | |
| CometKiwi2026.02 | 0.454 | 0.474 | 0.333 | |
| Zero-shotBackbone=GEMMA-3-4B, Feature=with TQR2026.02 | 0.435 | 0.411 | 0.312 | |
| xCOMET-XL2026.02 | 0.355 | 0.352 | 0.245 | |
| IFTBackbone=GEMMA-3-4B2026.02 | 0.295 | 0.277 | 0.197 | |
| Zero-shotBackbone=GEMMA-3-4B2026.02 | 0.222 | 0.226 | 0.17 |