| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ComVE | SPARSEFIT | Human Evaluation Score70 | 7 | 4d ago | |
| SBIC | AdaLora | Human Evaluation Score71.11 | 7 | 4d ago | |
| ECQA | SPARSEFIT | Human Evaluation Score73.33 | 7 | 4d ago | |
| e-SNLI | AdaLora | Human Evaluation Score50 | 7 | 4d ago | |
| e-SNLI (test) | AdaLoRA (4.48%) | Accuracy86.66 | 6 | 4d ago | |
| SBIC (test) | SPARSEFIT (Att.Q+LN) | Accuracy66.99 | 6 | 4d ago | |
| ECQA (test) | AdaLoRA (4.48%) | Accuracy59.4 | 6 | 4d ago | |
| Book-History | GraphNarrator | Simul.0.96 | 5 | 4d ago | |
| Cora | GraphNarrator | Simul.97 | 5 | 4d ago | |
| DBLP | GraphNarrator | Similarity0.95 | 5 | 4d ago | |
| History | GraphNarrator | Explanation Utility5 | 3 | 4d ago | |
| e-SNLI 60-shot | SPARSEFIT | Accuracy40.1 | 3 | 4d ago | |
| SBIC 60-shot | Full Fine-tuning | Accuracy63.86 | 3 | 4d ago | |
| ECQA few-shot 60-shot | SPARSEFIT | Accuracy24.53 | 3 | 4d ago | |
| ComVE few-shot 60-shot | SPARSEFIT | Accuracy68.03 | 3 | 4d ago |
