Unconditional Generation on OpenWebText L=1024
100MAUVEData (reference)
Evaluation Results
| Method | Links | |
|---|---|---|
| Data (reference)T=1282026.05 | 100 | |
| Data (reference)T=2562026.05 | 100 | |
| Data (reference)T=5122026.05 | 100 | |
| Data (reference)T=10242026.05 | 100 | |
| AR (reference)T=10242026.05 | 76 | |
| DSL-FT + ReMDM-loop (principled ηcap)T=10242026.05 | 72.2 | |
| DSL-FT + ReMDM (confidence-based)T=5122026.05 | 70.7 | |
| ADLMT=10242026.05 | 69.9 | |
| DSL-FT + ReMDM-loop (principled ηcap)T=2562026.05 | 66.1 | |
| DSL-FT + ReMDM-loop (principled ηcap)T=5122026.05 | 65.1 | |
| DSL-FT + ReMDM-loop (principled ηcap)T=1282026.05 | 63.9 | |
| DSL-FT + ReMDM (confidence-based)T=2562026.05 | 62.2 | |
| DSL-FT + ReMDM (confidence-based)T=1282026.05 | 61.5 | |
| DSL-FT + ReMDM (confidence-based)T=10242026.05 | 61 | |
| ADLMT=5122026.05 | 57.3 | |
| DSL-FT + ROAR (naive)T=10242026.05 | 55.1 | |
| PRISM-loopT=10242026.05 | 52.7 | |
| DSL-FT + MDLMT=5122026.05 | 50.6 | |
| DSL-FT + MDLMT=10242026.05 | 49.5 | |
| DSL-FT + MDLMT=2562026.05 | 48.1 | |
| PRISM-loopT=5122026.05 | 42.3 | |
| ReMDMT=10242026.05 | 40.3 | |
| DSL-FT + MDLMT=1282026.05 | 40.2 | |
| ReMDMT=5122026.05 | 35 | |
| ADLMT=2562026.05 | 34.9 | |
| PRISM-loopT=2562026.05 | 29.4 | |
| PRISMT=5122026.05 | 28.1 | |
| PRISMT=2562026.05 | 26.8 | |
| PRISMT=10242026.05 | 26 | |
| MDLM+DFMT=10242026.05 | 25.4 | |
| ReMDMT=2562026.05 | 21.6 | |
| PRISMT=1282026.05 | 17.5 | |
| MDLM+DFMT=5122026.05 | 16.8 | |
| ADLMT=1282026.05 | 14 | |
| MDLM+FBT=10242026.05 | 13.3 | |
| PRISM-loopT=1282026.05 | 11.8 | |
| MDLM+FBT=5122026.05 | 10.3 | |
| MDLM+DFMT=2562026.05 | 9.8 | |
| MDLM+FBT=2562026.05 | 8.6 | |
| MDLM+FBT=1282026.05 | 6.4 | |
| ReMDMT=1282026.05 | 5.7 | |
| MDLMT=10242026.05 | 4.2 | |
| MDLM+DFMT=1282026.05 | 4.1 | |
| MDLMT=5122026.05 | 3.1 | |
| MDLMT=2562026.05 | 2.3 | |
| MDLMT=1282026.05 | 1.5 | |
| SEDD (absorb)T=5122026.05 | 0.9 | |
| SEDD (absorb)T=2562026.05 | 0.8 | |
| SEDD (absorb)T=10242026.05 | 0.8 | |
| SEDD (absorb)T=1282026.05 | 0.7 |