Text Generation on QQP
85.7BSBART
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BARTModel Type=Autoregressive2025.05 | 85.7 | 30.4 | 61.4 | 98.8 | 61 | |
| GPVAE-T5Model Type=Autoregressive2025.05 | 84.7 | 24.1 | 58.9 | 96.9 | 61.7 | |
| SMOOTHIEImplementation=own2025.05 | 83.9 | 30.8 | 60.9 | 98.4 | 60.5 | |
| SSD-LM2025.05 | 83.8 | 22.9 | 58.3 | 98.8 | 57.3 | |
| TEncDM2025.05 | 83.8 | 30.7 | 57.3 | — | — | |
| EmbeddingImplementation=own2025.05 | 83.4 | 31.3 | 59.4 | 97.7 | 64.5 | |
| SeqDiffuSeq2025.05 | 82.9 | 23.3 | — | 98.1 | — | |
| GPT-2Model Type=Autoregressive2025.05 | 82.5 | 19.8 | 52.1 | 98 | 62.5 | |
| SimplexImplementation=own2025.05 | 80.6 | 26.8 | 54.9 | 96.8 | 64.8 | |
| AR-DiffusionReproduced with original code=true2025.05 | 80.1 | 19.2 | 54.9 | — | — | |
| DiffuSeq2025.05 | 79.5 | 18.5 | — | 97.6 | — | |
| MDLMReproduced with original code=true2025.05 | 76.3 | 21.5 | 46.2 | 96.2 | 64.4 |