Multi-agent Question Answering on CommonsenseQA (first 300 questions)
64.44Average AccuracyTextFullT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TextFullTTraining Status=Training-Based, Communication Protocol=Text-Based, Number of Agents=3, Communication Turns=22026.05 | 64.44 | 66.33 | 505.03 | 5.47 | |
| HyLaTTraining Status=Training-Based, Communication Protocol=Latent-Space, Number of Agents=3, Communication Turns=22026.05 | 63.78 | 64.33 | 72.01 | 1.47 | |
| LatentFullTTraining Status=Training-Based, Communication Protocol=Latent-Space, Number of Agents=3, Communication Turns=22026.05 | 56 | 56.33 | 57 | 0.7 | |
| CipherTraining Status=Training-Free, Communication Protocol=Latent-Space, Number of Agents=3, Communication Turns=22026.05 | 50.22 | 52 | 1,137.89 | 11.58 | |
| NLTraining Status=Training-Free, Communication Protocol=Text-Based, Number of Agents=3, Communication Turns=22026.05 | 49.56 | 53.33 | 1,247.5 | 13.15 | |
| EcoLangTraining Status=Training-Free, Communication Protocol=Text-Based, Number of Agents=3, Communication Turns=22026.05 | 48 | 50.67 | 960.26 | 10.04 | |
| AutoFormTraining Status=Training-Free, Communication Protocol=Text-Based, Number of Agents=3, Communication Turns=22026.05 | 47.78 | 50.33 | 1,717.6 | 18.18 | |
| SDETraining Status=Training-Free, Communication Protocol=Text-Based, Number of Agents=3, Communication Turns=22026.05 | 47.22 | 49 | 1,316.2 | 14.48 | |
| Single-AgentTraining Status=Training-Free, Communication Protocol=Single-Agent, Number of Agents=1, Communication Turns=02026.05 | 43.67 | 43.67 | 113.59 | 1.25 | |
| LatentMAS-VTraining Status=Training-Free, Communication Protocol=Latent-Space, Number of Agents=3, Communication Turns=22026.05 | 26.11 | 26 | 324.43 | 3.61 |