Text Classification on SST-2 (Accuracy and Calibration Metrics)
93AccuracyDEEP ENSEMBLES (D)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DEEP ENSEMBLES (D)Heads=122025.10 | 93 | 0.11 | 0.24 | 0.04 | 0.04 | |
| HYDRA-ENS (TAYLOR)Heads=6x32025.10 | 93 | 0.12 | 0.29 | 0.05 | 0.04 | |
| LORA ENSEMBLESHeads=122025.10 | 92.89 | 0.12 | 0.28 | 0.05 | 0.04 | |
| CIRCAVGHeads=62025.10 | 92.78 | 0.13 | 0.33 | 0.05 | 0.05 | |
| SINGLEHeads=122025.10 | 92.55 | 0.12 | 0.27 | 0.05 | 0.04 | |
| MC DROPOUTHeads=122025.10 | 92.55 | 0.13 | 0.31 | 0.05 | 0.04 | |
| HYDRA-ENS (CIRC)Heads=6x32025.10 | 92.55 | 0.12 | 0.24 | 0.04 | 0.04 | |
| TAYLORHeads=62025.10 | 92.43 | 0.13 | 0.35 | 0.06 | 0.06 |