Knowledge Grounding on ATLAS-Pes2o-QKV
100ACC@1AtlasKV w/o HiKVP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AtlasKV w/o HiKVPSteps=3e3, Number of KG Triples=10^12025.10 | 100 | 100 | |
| AtlasKV w/o HiKVPSteps=3e3, Number of KG Triples=10^22025.10 | 92.7 | 100 | |
| AtlasKV (128-64-16)Steps=3e3, Number of KG Triples=10^12025.10 | 90 | 100 | |
| AtlasKV (128-64-16)Steps=3e3, Number of KG Triples=10^22025.10 | 87.3 | 92.7 | |
| AtlasKV w/o HiKVPSteps=3e3, Number of KG Triples=10^32025.10 | 72.7 | 90.9 | |
| AtlasKV (128-64-16)Steps=3e3, Number of KG Triples=10^32025.10 | 52.7 | 70.9 | |
| KBLaMSteps=2e4, Number of KG Triples=10^12025.10 | 50 | 80 | |
| AtlasKV w/o HiKVPSteps=3e3, Number of KG Triples=10^42025.10 | 47.3 | 67.2 | |
| KBLaMSteps=3e3, Number of KG Triples=10^12025.10 | 40 | 80 | |
| KBLaMSteps=2e4, Number of KG Triples=10^22025.10 | 25.5 | 52.7 | |
| KBLaMSteps=3e3, Number of KG Triples=10^22025.10 | 16.4 | 45.5 | |
| AtlasKV (128-64-16)Steps=3e3, Number of KG Triples=10^42025.10 | 16.4 | 49 | |
| KBLaMSteps=3e3, Number of KG Triples=10^32025.10 | 5.5 | 14.5 | |
| KBLaMSteps=2e4, Number of KG Triples=10^32025.10 | 3.6 | 14.5 | |
| KBLaMSteps=3e3, Number of KG Triples=10^42025.10 | 0 | 3.6 | |
| KBLaMSteps=2e4, Number of KG Triples=10^42025.10 | 0 | 5.5 |