SST2
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sentiment Analysis | SST2 | Accuracy94.9541 | 47 | |
| Image Classification | SST2 Rendered | Top-1 Accuracy68.4 | 47 | |
| Counterfactual Generation | SST2 (test) | SLFR29 | 29 | |
| Sentiment Analysis | SST2 | Spearman Rho (x100)93.32 | 23 | |
| Text embedding | SST2 | T-Value24.69 | 20 | |
| Sentiment Classification | SST2 | Deletion Robustness0.2943 | 20 | |
| Sentiment Analysis | SST2 | Accuracy94.04 | 20 | |
| Feature Attribution | SST2 | LO-0.199 | 18 | |
| Out-of-Distribution Detection | SST2 (test) | AUROC0.7327 | 17 | |
| Sentiment Classification | SST2 phrase | Accuracy93.96 | 16 | |
| Text Classification | SST2 | Macro-F195.07 | 15 | |
| Graph Classification | SST2 length OOD | Accuracy81.9 | 14 | |
| Sentiment Analysis | SST2 (test) | HS Score54.4 | 14 | |
| Graph Classification | SST2 GraphOOD (test) | Accuracy83.52 | 13 | |
| Text Classification | SST2 | Accuracy93.42 | 10 | |
| Graph Classification | GRAPH-SST2 (test) | Accuracy82.99 | 8 | |
| Sentiment Analysis | SST2 (test) | Accuracy90.64 | 7 | |
| Reasoning | SST2 | Accuracy (FA)95.9 | 7 | |
| Sentiment Analysis | SST2 | CACC96.2 | 6 | |
| Sentiment Classification | SST2 | Accuracy95.87 | 6 | |
| Classification | SST2 Dir alpha=0.1 | Generalized Accuracy92.14 | 6 | |
| Sentiment Analysis | SST2 Dir alpha=0.1 Standard | Personalized Accuracy (Acc_p)95.9 | 6 | |
| Alignment defense against harmful fine-tuning | SST2 | Harmful Score (HS)11.3 | 5 | |
| Sentiment Classification | SST2 | HS Metric33.86 | 5 | |
| Binary Classification | SST2 32-shot (test) | Accuracy75.5 | 5 |
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