Explanation Faithfulness on Med-BIOS
7.083Delta AFMambaLRP
Evaluation results
| Method | Links | |
|---|---|---|
| MambaLRPBackbone=Mamba 2.8B2024.06 | 7.083 | |
| MambaAttrBackbone=Mamba 2.8B2024.06 | 5.326 | |
| LRPBackbone=Mamba 2.8B, Rule=LN-rule2024.06 | 5.305 | |
| MambaLRPBackbone=Mamba 1.4B2024.06 | 4.234 | |
| MambaLRPBackbone=Mamba 130M2024.06 | 3.906 | |
| LRPBackbone=Mamba 1.4B, Rule=LN-rule2024.06 | 3.456 | |
| MambaAttrBackbone=Mamba 130M2024.06 | 3.126 | |
| MambaAttrBackbone=Mamba 1.4B2024.06 | 3.006 | |
| AttnRollBackbone=Mamba 2.8B2024.06 | 2.241 | |
| AttnRollBackbone=Mamba 130M2024.06 | 2.228 | |
| LRPBackbone=Mamba 130M, Rule=LN-rule2024.06 | 2.217 | |
| IGBackbone=Mamba 2.8B2024.06 | 1.937 | |
| SmoothGradBackbone=Mamba 130M2024.06 | 1.661 | |
| IGBackbone=Mamba 130M2024.06 | 1.296 | |
| AttnRollBackbone=Mamba 1.4B2024.06 | 1.076 | |
| IGBackbone=Mamba 1.4B2024.06 | 1.065 | |
| GIBackbone=Mamba 130M2024.06 | 0.2 | |
| RandomBackbone=Mamba 130M2024.06 | 0.044 | |
| RandomBackbone=Mamba 1.4B2024.06 | -0.014 | |
| RandomBackbone=Mamba 2.8B2024.06 | -0.037 | |
| GIBackbone=Mamba 1.4B2024.06 | -0.634 | |
| GIBackbone=Mamba 2.8B2024.06 | -1.434 | |
| SmoothGradBackbone=Mamba 2.8B2024.06 | -1.908 | |
| SmoothGradBackbone=Mamba 1.4B2024.06 | -2.3 |