Question Answering on MMLU Chemistry (test)
55.73AccuracyBaRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaRAParams (M)=5.6082026.06 | 55.73 | 0.13 | 1.19 | |
| BLoBParams (M)=5.4032026.06 | 54.69 | 0.1621 | 1.32 | |
| C-LoRAParams (M)=4.2752026.06 | 54.5 | 0.141 | 1.2 | |
| MAPParams (M)=3.7682026.06 | 53.5 | 0.229 | 1.52 | |
| EnsembleParams (M)=11.3052026.06 | 53.25 | 0.1949 | 1.29 | |
| FVAE-LoRAParams (M)=33.532026.06 | 53.08 | 0.1749 | 1.18 | |
| MLEParams (M)=3.7682026.06 | 53 | 0.2329 | 1.53 | |
| MC-DropoutParams (M)=3.7682026.06 | 52.75 | 0.2374 | 1.5 | |
| ScalaBLParams (M)=3.7692026.06 | 52.6 | 0.1694 | 1.26 | |
| LaplaceParams (M)=3.7682026.06 | 48.75 | 0.1431 | 1.11 |