Embedding Evaluation on MTEB Corrupt
40Classification ScoreEV
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| EVModel=DeepSeekMoE-16B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 40 | 7.2 | 28 | 39.5 | 9.1 | 28.3 | 25.4 | |
| SSMoEModel=Qwen-MoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 39.8 | 8.6 | 30.7 | 29.8 | 6.8 | 28.5 | 24 | |
| SSMoEModel=OLMoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 39.7 | 7.1 | 30.7 | 29.3 | 13.4 | 28.5 | 24.8 | |
| SSMoEModel=DeepSeekMoE-16B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 39.7 | 8.3 | 31.5 | 41 | 14.3 | 28.4 | 27.2 | |
| SMoEModel=Qwen-MoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 38.3 | 8.2 | 27.4 | 28.9 | 0.7 | 23 | 21.1 | |
| MoEEModel=Qwen-MoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 37 | 7.2 | 30.1 | 29.4 | 2 | 25.5 | 21.9 | |
| SMoEModel=OLMoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36.9 | 6.8 | 26.7 | 26.8 | 1.9 | 24.5 | 20.6 | |
| EVModel=Qwen-MoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36.9 | 6.1 | 31.7 | 26.7 | 1.7 | 27.9 | 21.8 | |
| SMoEModel=DeepSeekMoE-16B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36.7 | 6.8 | 25.9 | 38.3 | 3.7 | 25.2 | 22.8 | |
| EVModel=OLMoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36.3 | 6.9 | 29.1 | 28.2 | 7.5 | 26.4 | 22.4 | |
| RouterModel=DeepSeekMoE-16B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36.2 | 6.6 | 26.9 | 38.8 | 5.1 | 27.8 | 23.6 | |
| MoEEModel=OLMoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36.1 | 6.8 | 27.6 | 27.7 | 3.6 | 25.3 | 21.2 | |
| RouterModel=OLMoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36 | 6.7 | 28.1 | 27.8 | 5.1 | 24.2 | 21.3 | |
| MoEEModel=DeepSeekMoE-16B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 36 | 6.8 | 27.3 | 39 | 5.7 | 28.3 | 23.8 | |
| RouterModel=Qwen-MoE-7B, Evaluation Protocol=In-Context Learning, Prompting Method=PromptEOL2026.05 | 34.4 | 5.8 | 26.6 | 26.2 | 0.7 | 26.7 | 20.1 |