Aspect-based Review Scoring on NLPEER
2.18ActionabilityBayes
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BayesGenerator=Mistral3-24B2026.06 | 2.18 | 2.53 | 2.85 | 2.77 | |
| BayesGenerator=Gemma3-27B2026.06 | 2.15 | 2.45 | 2.82 | 3.05 | |
| + ConformalGenerator=Mistral3-24B2026.06 | 2.14 | 2.51 | 2.84 | 2.76 | |
| + ConformalGenerator=Gemma3-27B2026.06 | 2.13 | 2.45 | 2.82 | 3.04 | |
| MinmaxGenerator=Gemma3-27B2026.06 | 1.93 | 2.39 | 2.77 | 3 | |
| MinmaxGenerator=Mistral3-24B2026.06 | 1.93 | 2.3 | 2.69 | 2.65 | |
| SamplingGenerator=Gemma3-27B2026.06 | 1.89 | 2.36 | 2.74 | 2.92 | |
| SamplingGenerator=Mistral3-24B2026.06 | 1.79 | 2.3 | 2.7 | 2.63 | |
| BayesGenerator=Qwen3-30B2026.06 | 1.55 | 2.84 | 2.86 | 3.16 | |
| + ConformalGenerator=Qwen3-30B2026.06 | 1.53 | 2.84 | 2.86 | 3.15 | |
| SamplingGenerator=Qwen3-30B2026.06 | 1.48 | 2.77 | 2.77 | 3.09 | |
| MinmaxGenerator=Qwen3-30B2026.06 | 1.35 | 2.89 | 2.84 | 3.05 |