Subjective Performance Evaluation on Subjective Benchmarks
19.36Average ScoreEBD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EBDBackbone=Qwen3-8B-Base2026.05 | 19.36 | 44.519 | 7.7 | 5.862 | |
| EBDBackbone=Olmo-7B2026.05 | 13.378 | 28.238 | 7.273 | 4.624 | |
| Power SamplingBackbone=Qwen3-8B-Base2026.05 | 12.99 | 29.219 | 6.043 | 3.707 | |
| EBDBackbone=Qwen2.5-7B2026.05 | 10.728 | 20.956 | 6.905 | 4.322 | |
| DirectBackbone=Olmo-7B2026.05 | 8.044 | 14.558 | 6.294 | 3.279 | |
| DirectBackbone=Qwen3-8B-Base2026.05 | 6.707 | 8.811 | 6.115 | 5.196 | |
| Power SamplingBackbone=Olmo-7B2026.05 | 6.386 | 12.688 | 4.789 | 1.681 | |
| DirectBackbone=Qwen2.5-7B2026.05 | 5.75 | 8.632 | 5.375 | 3.243 | |
| EBDBackbone=Mistral-7B2026.05 | 4.776 | 7.249 | 4.182 | 2.898 | |
| Power SamplingBackbone=Qwen2.5-7B2026.05 | 4.67 | 7.511 | 4.6 | 1.898 | |
| EBDBackbone=Llama3-8B2026.05 | 3.258 | 3.862 | 3.683 | 2.23 | |
| DirectBackbone=Mistral-7B2026.05 | 2.294 | 2.153 | 2.868 | 1.86 | |
| DirectBackbone=Llama3-8B2026.05 | 2.078 | 1.525 | 3 | 1.709 | |
| Power SamplingBackbone=Llama3-8B2026.05 | 1.813 | 2.342 | 1.889 | 1.208 | |
| Power SamplingBackbone=Mistral-7B2026.05 | 1.713 | 1.6 | 2.294 | 1.245 |