# Claim Verification on FinDVer (test) Source: [Claim Verification on FinDVer (test)]() Collection index: [llms.txt]() Data updated: 2026-04-21T09:57:49.910Z Evaluation of model performance on the test split of the FinDVer dataset for Claim Verification, 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 | Claim Verification | | Dataset (including any stated split) | FinDVer (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 | | --- | --- | --- | --- | | Mistral-Large | 76 | Not recorded | 69e704cb7d0172140ec7efa0 | | GPT-4o | 76 | Not recorded | 69e704cb7d0172140ec7efa0 | | MACE | 76 | Not recorded | 69e704cb7d0172140ec7efa0 | | Llama-3.1 | 75 | Not recorded | 69e704cb7d0172140ec7efa0 | | Qwen-2.5 | 75 | Not recorded | 69e704cb7d0172140ec7efa0 | | MACE | 74 | Not recorded | 69e704cb7d0172140ec7efa0 | | Gemini-1.5-Pro | 73 | Not recorded | 69e704cb7d0172140ec7efa0 | | MACE | 71 | Not recorded | 69e704cb7d0172140ec7efa0 | | Qwen-2.5 | 70 | Not recorded | 69e704cb7d0172140ec7efa0 | | Claude-3.5-Sonnet | 70 | Not recorded | 69e704cb7d0172140ec7efa0 | | MACE | 65 | Not recorded | 69e704cb7d0172140ec7efa0 | | DeepSeek-V2-Lite | 58 | Not recorded | 69e704cb7d0172140ec7efa0 | ### Mistral-Large Accuracy: 76. Result ID: 69e74a0f47f34ce924ce01ab. [Reporting paper]() Recorded evaluation configuration: {"Parameters":"123B"}. This record does not assert independent reproduction. ### GPT-4o Accuracy: 76. Result ID: 69e74a0f47f34ce924ce01ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MACE Accuracy: 76. Result ID: 69e74a0f47f34ce924ce01b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qw-235B","Components":"Pm + Em"}. This record does not assert independent reproduction. ### Llama-3.1 Accuracy: 75. Result ID: 69e74a0f47f34ce924ce01a9. [Reporting paper]() Recorded evaluation configuration: {"Parameters":"70B"}. This record does not assert independent reproduction. ### Qwen-2.5 Accuracy: 75. Result ID: 69e74a0f47f34ce924ce01aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"72B"}. This record does not assert independent reproduction. ### MACE Accuracy: 74. Result ID: 69e74a0f47f34ce924ce01b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qw-72B","Components":"Pm + Em + Vm"}. This record does not assert independent reproduction. ### Gemini-1.5-Pro Accuracy: 73. Result ID: 69e74a0f47f34ce924ce01ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MACE Accuracy: 71. Result ID: 69e74a0f47f34ce924ce01b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Ll-8B","Components":"Pm + Em + Vm'"}. This record does not assert independent reproduction. ### Qwen-2.5 Accuracy: 70. Result ID: 69e74a0f47f34ce924ce01a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Claude-3.5-Sonnet Accuracy: 70. Result ID: 69e74a0f47f34ce924ce01ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MACE Accuracy: 65. Result ID: 69e74a0f47f34ce924ce01af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Mt-7B","Components":"Pm + Em + Vm'"}. This record does not assert independent reproduction. ### DeepSeek-V2-Lite Accuracy: 58. Result ID: 69e74a0f47f34ce924ce01a7. [Reporting paper]() [Method origin 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.