Explanation Faithfulness on Emotion
5.637Delta AF ScoreMambaLRP
Evaluation results
| Method | Links | |
|---|---|---|
| MambaLRPBackbone=Mamba 2.8B2024.06 | 5.637 | |
| MambaLRPBackbone=Mamba 1.4B2024.06 | 5.397 | |
| LRPBackbone=Mamba 1.4B, Rule=LN-rule2024.06 | 5.199 | |
| LRPBackbone=Mamba 2.8B, Rule=LN-rule2024.06 | 5.094 | |
| MambaAttrBackbone=Mamba 1.4B2024.06 | 4.706 | |
| IGBackbone=Mamba 2.8B2024.06 | 4.314 | |
| MambaAttrBackbone=Mamba 2.8B2024.06 | 3.849 | |
| MambaLRPBackbone=Mamba 130M2024.06 | 3.523 | |
| LRPBackbone=Mamba 130M, Rule=LN-rule2024.06 | 3.079 | |
| IGBackbone=Mamba 1.4B2024.06 | 2.01 | |
| MambaAttrBackbone=Mamba 130M2024.06 | 2.003 | |
| SmoothGradBackbone=Mamba 130M2024.06 | 1.808 | |
| IGBackbone=Mamba 130M2024.06 | 1.808 | |
| GIBackbone=Mamba 2.8B2024.06 | 1.533 | |
| AttnRollBackbone=Mamba 1.4B2024.06 | 1.483 | |
| GIBackbone=Mamba 130M2024.06 | 0.787 | |
| AttnRollBackbone=Mamba 2.8B2024.06 | 0.53 | |
| GIBackbone=Mamba 1.4B2024.06 | 0.409 | |
| AttnRollBackbone=Mamba 130M2024.06 | 0.389 | |
| RandomBackbone=Mamba 1.4B2024.06 | 0 | |
| RandomBackbone=Mamba 2.8B2024.06 | 0 | |
| RandomBackbone=Mamba 130M2024.06 | -0.001 | |
| SmoothGradBackbone=Mamba 1.4B2024.06 | -1.852 | |
| SmoothGradBackbone=Mamba 2.8B2024.06 | -4.228 |