Sentiment Analysis on IMDb (dis., rec., total)
91.63Dis. ScoreIFR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IFRModel=Llama-3.1-8B-Instruct2026.03 | 91.63 | 91.12 | -0.51 | |
| DePassModel=Llama-3.1-8B-Instruct2026.03 | 85.49 | 69.65 | -15.84 | |
| RolloutModel=Llama-3.1-8B-Instruct2026.03 | 85.33 | 92.47 | 7.14 | |
| GradientModel=Llama-3.1-8B-Instruct2026.03 | 84.52 | 84.58 | 0.06 | |
| RandomModel=Llama-3.1-8B-Instruct2026.03 | 84.44 | 85.93 | 1.49 | |
| Input X GradientModel=Llama-3.1-8B-Instruct2026.03 | 82.65 | 84.34 | 1.69 | |
| Integrated GradientsModel=Llama-3.1-8B-Instruct2026.03 | 81.29 | 92.41 | 11.12 | |
| MeanModel=Llama-3.1-8B-Instruct2026.03 | 79.89 | 91.42 | 11.53 | |
| Last layerModel=Llama-3.1-8B-Instruct2026.03 | 79.68 | 91.57 | 11.89 | |
| Dual Path Attribution (DPA)Model=Llama-3.1-8B-Instruct2026.03 | 69.34 | 99.51 | 30.17 |