Attribution on Verifiability-Granular (test)
84.77Attribution AccuracyTokenShapley
Evaluation Results
| Method | Links | |
|---|---|---|
| TokenShapleyBackbone=Mistral2025.06 | 84.77 | |
| TokenShapleyBackbone=Yi2025.06 | 84.77 | |
| ATTNUNIONDEPBackbone=Qwen22024.12 | 84.6 | |
| TokenShapleyBackbone=Llama-32025.06 | 82.23 | |
| ATTNUNIONDEPBackbone=Llama22024.12 | 78.2 | |
| HidSim *Backbone=Mistral, Source=quoted from (Phukan et al., 2024)2025.06 | 77.71 | |
| Mistral-7b2024.05 | 77.71 | |
| HidSim *Backbone=Yi, Source=quoted from (Phukan et al., 2024)2025.06 | 77.61 | |
| Yi-6b2024.05 | 77.61 | |
| Llama-7b2024.05 | 77.33 | |
| HSSAVGBackbone=Llama22024.12 | 77.3 | |
| HidSimBackbone=Mistral2025.06 | 71.28 | |
| ATTNUNIONBackbone=Qwen22024.12 | 70.9 | |
| HidSimBackbone=Llama-32025.06 | 70.77 | |
| EmbSimBackbone=OpenAI text embedding2025.06 | 70.05 | |
| BM252024.05 | 68.2 | |
| MT52024.05 | 67.43 | |
| HSSUNIONBackbone=Qwen22024.12 | 67.1 | |
| HSSAVGBackbone=Qwen22024.12 | 67.1 | |
| ATTNUNIONBackbone=Llama22024.12 | 66.7 | |
| HSSUNIONBackbone=Llama22024.12 | 64.5 | |
| CCIBackbone=Qwen22024.12 | 64.5 | |
| GPT-42024.05 | 62.11 | |
| 2-SHOTBackbone=GPT-42024.12 | 62.1 | |
| HidSimBackbone=Yi2025.06 | 61.54 | |
| CCIBackbone=Llama22024.12 | 59 | |
| GTR2024.05 | 53.15 | |
| GPT-3.52024.05 | 26.4 |