# Graph Population on CTI Benchmark Source: [Graph Population on CTI Benchmark]() Collection index: [llms.txt]() Data updated: 2026-05-26T07:09:34.792Z Evaluation of models performing graph population tasks on the CTI Benchmark dataset, reporting accuracy. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Graph Population | | Dataset (including any stated split) | CTI Benchmark | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | C3 | 8.8 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 8.5 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 8.1 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 7.5 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 7.5 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 7.2 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 6.8 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 6.5 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 5.2 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 4.5 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 4.2 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 4.2 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 3.8 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 3.5 | Not recorded | 68fa7bc11e209131cea8a354 | | C3 | 3.5 | Not recorded | 68fa7bc11e209131cea8a354 | ### C3 Accuracy: 8.8. Result ID: 6a154714fbc373592c0c25c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GRK"}. This record does not assert independent reproduction. ### C3 Accuracy: 8.5. Result ID: 6a154714fbc373592c0c25c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"MIX"}. This record does not assert independent reproduction. ### C3 Accuracy: 8.1. Result ID: 6a154714fbc373592c0c25c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GEM"}. This record does not assert independent reproduction. ### C3 Accuracy: 7.5. Result ID: 6a154714fbc373592c0c25c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"CLD"}. This record does not assert independent reproduction. ### C3 Accuracy: 7.5. Result ID: 6a154714fbc373592c0c25c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"CB0"}. This record does not assert independent reproduction. ### C3 Accuracy: 7.2. Result ID: 6a154714fbc373592c0c25c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"QWN"}. This record does not assert independent reproduction. ### C3 Accuracy: 6.8. Result ID: 6a154714fbc373592c0c25c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"FSC"}. This record does not assert independent reproduction. ### C3 Accuracy: 6.5. Result ID: 6a154714fbc373592c0c25cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"SPT"}. This record does not assert independent reproduction. ### C3 Accuracy: 5.2. Result ID: 6a154714fbc373592c0c25c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Go4"}. This record does not assert independent reproduction. ### C3 Accuracy: 4.5. Result ID: 6a154714fbc373592c0c25ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"ZYS"}. This record does not assert independent reproduction. ### C3 Accuracy: 4.2. Result ID: 6a154714fbc373592c0c25c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"LL70"}. This record does not assert independent reproduction. ### C3 Accuracy: 4.2. Result ID: 6a154714fbc373592c0c25cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"LLY"}. This record does not assert independent reproduction. ### C3 Accuracy: 3.8. Result ID: 6a154714fbc373592c0c25cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"CBS"}. This record does not assert independent reproduction. ### C3 Accuracy: 3.5. Result ID: 6a154714fbc373592c0c25c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"G5"}. This record does not assert independent reproduction. ### C3 Accuracy: 3.5. Result ID: 6a154714fbc373592c0c25ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DHT"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.