Event Recognition on EHE
97.15E1 ScorePATS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PATSFine-tuning protocol=FFT, Prune #=12026.07 | 97.15 | 93.11 | 97.71 | 94.72 | 87.32 | 86.94 | |
| PATSFine-tuning protocol=LoRA, Prune #=12026.07 | 97.09 | 90.22 | 95.02 | 91.94 | 84.82 | 88.28 | |
| UncompressedPrune #=–2026.07 | 96.99 | 89.56 | 95.12 | 94.25 | 85.06 | 87.02 | |
| PATSFine-tuning protocol=LoRA, Prune #=32026.07 | 95.83 | 88.96 | 96.64 | 92.71 | 85.06 | 84.12 | |
| PATSFine-tuning protocol=LoRA, Prune #=22026.07 | 95.49 | 90.3 | 94.12 | 91.46 | 84.46 | 85.45 | |
| Previous SOTAPrune #=–2026.07 | 95.37 | 82.59 | 79.72 | 90.72 | 66.43 | 69.21 | |
| PATSFine-tuning protocol=FFT, Prune #=22026.07 | 94.87 | 93.26 | 97.88 | 93 | 85.71 | 89.8 | |
| PATSFine-tuning protocol=FFT, Prune #=32026.07 | 94.18 | 88.22 | 96.64 | 94.15 | 84.64 | 90.21 |