Question Answering on MMLU Physics (test)
54.17AccuracyBaRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaRAParams (M)=5.6082026.06 | 54.17 | 14.1 | 0.93 | |
| EnsembleParams (M)=11.3052026.06 | 53.88 | 17.33 | 1.07 | |
| BLoBParams (M)=5.4032026.06 | 53.65 | 16.93 | 0.99 | |
| MAPParams (M)=3.7682026.06 | 53.25 | 21.52 | 1.19 | |
| ScalaBLParams (M)=3.7692026.06 | 53.13 | 16.29 | 0.96 | |
| MLEParams (M)=3.7682026.06 | 53 | 23.22 | 1.18 | |
| FVAE-LoRAParams (M)=33.532026.06 | 51.96 | 15.5 | 0.99 | |
| MC-DropoutParams (M)=3.7682026.06 | 51 | 21.61 | 1.19 | |
| LaplaceParams (M)=3.7682026.06 | 50.74 | 11.94 | 1.03 | |
| C-LoRAParams (M)=4.2752026.06 | 49.02 | 15.59 | 1.02 |