OOD Detection on SST-2
77.6AUROCHYDRA-ENS (CIRC)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HYDRA-ENS (CIRC)Heads=6x32025.10 | 77.6 | 55.06 | 84.16 | |
| CIRCAVGHeads=62025.10 | 75.04 | 56.22 | 84.18 | |
| DEEP ENSEMBLES (D)Heads=122025.10 | 74.81 | 62.69 | 84.9 | |
| MC DROPOUTHeads=122025.10 | 72.23 | 67.36 | 81.96 | |
| HYDRA-ENS (TAYLOR)Heads=6x32025.10 | 71.85 | 62.59 | 82.44 | |
| TAYLORHeads=62025.10 | 70.95 | 68.57 | 82.11 | |
| LORA ENSEMBLESHeads=122025.10 | 70.83 | 68.7 | 82.27 | |
| SINGLEHeads=122025.10 | 70.16 | 70.62 | 81.93 |