Question Answering on TriviaQA (Acc, CF, KF, MFS)
85.2AccuracySABER
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SABERBackbone=Llama-3.1-8B2026.05 | 85.2 | 66.7 | 98.6 | 82.6 | |
| CR-DPOBackbone=Llama-3.1-8B2026.05 | 84.2 | 95.8 | 88.7 | 92.3 | |
| Closed-BookBackbone=Llama-3.1-8B2026.05 | 80.8 | 16.7 | 100 | 58.3 | |
| Internal-EvalBackbone=Llama-3.1-8B2026.05 | 78.8 | 50 | 85.9 | 68 | |
| SABERBackbone=Llama-3.2-3B2026.05 | 77.9 | 77.4 | 85.7 | 81.6 | |
| Context-EvalBackbone=Llama-3.1-8B2026.05 | 75.4 | 62.5 | 73.2 | 67.9 | |
| Closed-BookBackbone=Llama-3.2-3B2026.05 | 73.3 | 3.2 | 100 | 51.6 | |
| R-TuningBackbone=Llama-3.1-8B2026.05 | 72.5 | 28.6 | 82.1 | 55.4 | |
| Internal-EvalBackbone=Llama-3.2-3B2026.05 | 72.1 | 61.3 | 78.6 | 69.9 | |
| TPCBackbone=Llama-3.1-8B2026.05 | 68.8 | 91.7 | 40.8 | 66.3 | |
| TPCBackbone=Llama-3.2-3B2026.05 | 67.9 | 100 | 48.8 | 74.4 | |
| Implicit-SCRBackbone=Llama-3.1-8B2026.05 | 65 | 91.7 | 36.6 | 64.1 | |
| CR-DPOBackbone=Llama-3.2-3B2026.05 | 63.7 | 67.7 | 76.2 | 72 | |
| Explicit-SCRBackbone=Llama-3.1-8B2026.05 | 63.3 | 83.3 | 56.3 | 69.8 | |
| Context-EvalBackbone=Llama-3.2-3B2026.05 | 57.6 | 80.6 | 26.7 | 53.7 | |
| Vanilla RAGBackbone=Llama-3.1-8B2026.05 | 57.1 | 100 | 4.2 | 52.1 | |
| TACS-LRBackbone=Llama-3.1-8B2026.05 | 53.8 | 87.5 | 5.6 | 46.6 | |
| Vanilla RAGBackbone=Llama-3.2-3B2026.05 | 52.1 | 100 | 7.1 | 53.6 | |
| Explicit-SCRBackbone=Llama-3.2-3B2026.05 | 52.1 | 61.3 | 42.9 | 52.1 | |
| TACS-LRBackbone=Llama-3.2-3B2026.05 | 51.4 | 90.3 | 21.4 | 55.9 | |
| Implicit-SCRBackbone=Llama-3.2-3B2026.05 | 48.2 | 83.9 | 11.5 | 47.7 | |
| R-TuningBackbone=Llama-3.2-3B2026.05 | 42.5 | 15.1 | 55.9 | 35.5 |