Image Captioning on Captioning (Relative Performance Drop)
2.05Relative Performance DropRandNeuron
Evaluation results
| Method | Links | |
|---|---|---|
| RandNeuronBackbone=LLaVA-1.5-13B, Masking ratio=top 1%2026.04 | 2.05 | |
| APBackbone=LLaVA-1.5-13B, Masking ratio=top 1%2026.04 | 9.5 | |
| HONES-GaussianBackbone=LLaVA-1.5-13B, Masking ratio=top 1%2026.04 | 9.9 | |
| HONES-RandHeadBackbone=LLaVA-1.5-13B, Masking ratio=top 1%2026.04 | 11.4 | |
| APEBackbone=LLaVA-1.5-13B, Masking ratio=top 1%2026.04 | 12.9 | |
| MABackbone=LLaVA-1.5-13B, Masking ratio=top 1%2026.04 | 13.4 | |
| HONESBackbone=LLaVA-1.5-13B, Masking ratio=top 1%2026.04 | 26 |