# Claim Verification on PrimeFacts Two Class Source: [Claim Verification on PrimeFacts Two Class]() Collection index: [llms.txt]() Data updated: 2026-05-08T09:47:51.214Z Evaluation of model performance on the PrimeFacts Two Class dataset for Claim Verification, reporting Macro-F1 and Coverage. 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 | Claim Verification | | Dataset (including any stated split) | PrimeFacts Two Class | | Metric | Macro F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [Macro F1](): Higher is better; unit: PERCENT. - [Coverage](): Higher is better; unit: PERCENT. ## Recorded results | Method | Macro F1 | Result date | Report paper | | --- | --- | --- | --- | | Llama-3.3-70B | 81 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-235B | 81 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-32B | 76 | Not recorded | 69fd6e4a5497b3b670c89680 | | Llama-4-Scout | 76 | Not recorded | 69fd6e4a5497b3b670c89680 | | Llama-3.3-70B | 74 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-8B | 73 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-14B | 72 | Not recorded | 69fd6e4a5497b3b670c89680 | | Llama-4-Scout | 70 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-235B | 69 | Not recorded | 69fd6e4a5497b3b670c89680 | | Llama-3.3-70B | 68 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-32B | 66 | Not recorded | 69fd6e4a5497b3b670c89680 | | Llama-4-Scout | 65 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-8B | 63 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-235B | 62 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-14B | 61 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-32B | 59 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-8B | 58 | Not recorded | 69fd6e4a5497b3b670c89680 | | Qwen3-14B | 57 | Not recorded | 69fd6e4a5497b3b670c89680 | | Baseline | 39 | Not recorded | 69fd6e4a5497b3b670c89680 | ### Llama-3.3-70B Macro F1: 81. Result ID: 69fdb00c47f34ce924e10e57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"C (open)"}. This record does not assert independent reproduction. ### Qwen3-235B Macro F1: 81. Result ID: 69fdb00c47f34ce924e10e5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"C (open)"}. This record does not assert independent reproduction. ### Qwen3-32B Macro F1: 76. Result ID: 69fdb00c47f34ce924e10e51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"C (open)"}. This record does not assert independent reproduction. ### Llama-4-Scout Macro F1: 76. Result ID: 69fdb00c47f34ce924e10e54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"C (open)"}. This record does not assert independent reproduction. ### Llama-3.3-70B Macro F1: 74. Result ID: 69fdb00c47f34ce924e10e56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"B (decontext.)"}. This record does not assert independent reproduction. ### Qwen3-8B Macro F1: 73. Result ID: 69fdb00c47f34ce924e10e4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"C (open)"}. This record does not assert independent reproduction. ### Qwen3-14B Macro F1: 72. Result ID: 69fdb00c47f34ce924e10e4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"C (open)"}. This record does not assert independent reproduction. ### Llama-4-Scout Macro F1: 70. Result ID: 69fdb00c47f34ce924e10e53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"B (decontext.)"}. This record does not assert independent reproduction. ### Qwen3-235B Macro F1: 69. Result ID: 69fdb00c47f34ce924e10e59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"B (decontext.)"}. This record does not assert independent reproduction. ### Llama-3.3-70B Macro F1: 68. Result ID: 69fdb00c47f34ce924e10e55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"A (linked)"}. This record does not assert independent reproduction. ### Qwen3-32B Macro F1: 66. Result ID: 69fdb00c47f34ce924e10e50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"B (decontext.)"}. This record does not assert independent reproduction. ### Llama-4-Scout Macro F1: 65. Result ID: 69fdb00c47f34ce924e10e52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"A (linked)"}. This record does not assert independent reproduction. ### Qwen3-8B Macro F1: 63. Result ID: 69fdb00c47f34ce924e10e4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"B (decontext.)"}. This record does not assert independent reproduction. ### Qwen3-235B Macro F1: 62. Result ID: 69fdb00c47f34ce924e10e58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"A (linked)"}. This record does not assert independent reproduction. ### Qwen3-14B Macro F1: 61. Result ID: 69fdb00c47f34ce924e10e4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"B (decontext.)"}. This record does not assert independent reproduction. ### Qwen3-32B Macro F1: 59. Result ID: 69fdb00c47f34ce924e10e4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"A (linked)"}. This record does not assert independent reproduction. ### Qwen3-8B Macro F1: 58. Result ID: 69fdb00c47f34ce924e10e49. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"A (linked)"}. This record does not assert independent reproduction. ### Qwen3-14B Macro F1: 57. Result ID: 69fdb00c47f34ce924e10e4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Extraction Mode":"A (linked)"}. This record does not assert independent reproduction. ### Baseline Macro F1: 39. Result ID: 69fdb00c47f34ce924e10e48. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.